Tue, 19 Aug 2025

Package Keng updated to version 2025.8.16 with previous version 2024.12.15 dated 2024-12-15

Title: Knock Errors Off Nice Guesses
Description: Miscellaneous functions and data used in psychological research and teaching. Keng currently has a built-in dataset depress, and could (1) scale a vector; (2) compute the cut-off values of Pearson's r with known sample size; (3) test the significance and compute the post-hoc power for Pearson's r with known sample size; (4) conduct a priori power analysis and plan the sample size for Pearson's r; (5) compare lm()'s fitted outputs using R-squared, f_squared, post-hoc power, and PRE (Proportional Reduction in Error, also called partial R-squared or partial Eta-squared); (6) calculate PRE from partial correlation, Cohen's f, or f_squared; (7) conduct a priori power analysis and plan the sample size for one or a set of predictors in regression analysis; (8) conduct post-hoc power analysis for one or a set of predictors in regression analysis with known sample size; (9) randomly pick numbers for Chinese Super Lotto and Double Color Balls.
Author: Qingyao Zhang [aut, cre]
Maintainer: Qingyao Zhang <qingyaozhang@outlook.com>

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Package jsmodule updated to version 1.6.13 with previous version 1.6.11 dated 2025-07-02

Title: 'RStudio' Addins and 'Shiny' Modules for Medical Research
Description: 'RStudio' addins and 'Shiny' modules for descriptive statistics, regression and survival analysis.
Author: Jinseob Kim [aut, cre] , Zarathu [cph, fnd], Hyunki Lee [aut], Changwoo Lim [aut], Jinhwan Kim [aut] , Yoonkyoung Jeon [aut], Jaewoong Heo [aut], Youngsun Park [aut] , Hyungwoo Jo [aut], Jeongmin Seo [aut], Hojun LEE [aut], Sungho Choi [aut], Yeji Ka [...truncated...]
Maintainer: Jinseob Kim <jinseob2kim@gmail.com>

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Package geeVerse updated to version 0.3.0 with previous version 0.2.2 dated 2024-11-12

Title: A Comprehensive Analysis of High Dimensional Longitudinal Data
Description: To provide a comprehensive analysis of high dimensional longitudinal data,this package provides analysis for any combination of 1) simultaneous variable selection and estimation, 2) mean regression or quantile regression for heterogeneous data, 3) cross-sectional or longitudinal data, 4) balanced or imbalanced data, 5) moderate, high or even ultra-high dimensional data, via computationally efficient implementations of penalized generalized estimating equations.
Author: Tianhai Zu [aut, cre], Brittany Green [aut, ctb], Yan Yu [aut, ctb]
Maintainer: Tianhai Zu <zuti@mail.uc.edu>

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Package DPI updated to version 2025.8 with previous version 2025.6 dated 2025-06-18

Title: The Directed Prediction Index
Description: The Directed Prediction Index ('DPI') is a simulation-based method for quantifying the relative endogeneity (relative dependence) of outcome (Y) versus predictor (X) variables in multiple linear regression models. By comparing the proportion of variance explained (R-squared) between the Y-as-outcome model and the X-as-outcome model while controlling for a sufficient number of potential confounding variables, it suggests a more plausible influence direction from a more exogenous variable (X) to a more endogenous variable (Y). Methodological details are provided at <https://psychbruce.github.io/DPI/>.
Author: Han Wu Shuang Bao [aut, cre]
Maintainer: Han Wu Shuang Bao <baohws@foxmail.com>

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Package remaCor updated to version 0.0.20 with previous version 0.0.18 dated 2024-02-08

Title: Random Effects Meta-Analysis for Correlated Test Statistics
Description: Meta-analysis is widely used to summarize estimated effects sizes across multiple statistical tests. Standard fixed and random effect meta-analysis methods assume that the estimated of the effect sizes are statistically independent. Here we relax this assumption and enable meta-analysis when the correlation matrix between effect size estimates is known. Fixed effect meta-analysis uses the method of Lin and Sullivan (2009) <doi:10.1016/j.ajhg.2009.11.001>, and random effects meta-analysis uses the method of Han, et al. <doi:10.1093/hmg/ddw049>.
Author: Gabriel Hoffman [aut, cre]
Maintainer: Gabriel Hoffman <gabriel.hoffman@mssm.edu>

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Package GRAB updated to version 0.2.3 with previous version 0.2.2 dated 2025-07-29

Title: Genome-Wide Robust Analysis for Biobank Data (GRAB)
Description: Provides a comprehensive suite of genome-wide association study (GWAS) methods specifically designed for biobank-scale data. The package offers computationally efficient and robust association tests for time-to-event traits (e.g., Bi et al., 2020 <doi:10.1016/j.ajhg.2020.06.003>), ordinal categorical traits (e.g., Bi et al., 2021 <doi:10.1016/j.ajhg.2021.03.019>), and longitudinal traits (Xu et al., 2025 <doi:10.1038/s41467-025-56669-1>). Additionally, it includes functions for simulating genotype and phenotype data to support research and method development.
Author: Wenjian Bi [aut], Wei Zhou [aut], Rounak Dey [aut], Zhangchen Zhao [aut], Seunggeun Lee [aut], Woody Miao [cre]
Maintainer: Woody Miao <miaolin@pku.edu.cn>

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Package bizicount updated to version 1.3.4 with previous version 1.3.3 dated 2024-05-01

Title: Bivariate Zero-Inflated Count Models Using Copulas
Description: Maximum likelihood estimation of copula-based zero-inflated (and non-inflated) Poisson and negative binomial count models, based on the article <doi:10.18637/jss.v109.i01>. Supports Frank and Gaussian copulas. Allows for mixed margins (e.g., one margin Poisson, the other zero-inflated negative binomial), and several marginal link functions. Built-in methods for publication-quality tables using 'texreg', post-estimation diagnostics using 'DHARMa', and testing for marginal zero-modification via <doi:10.1177/0962280217749991>. For information on copula regression for count data, see Genest and Nešlehová (2007) <doi:10.1017/S0515036100014963> as well as Nikoloulopoulos (2013) <doi:10.1007/978-3-642-35407-6_11>. For information on zero-inflated count regression generally, see Lambert (1992) <https://www.jstor.org/stable/1269547>. The author acknowledges support by NSF DMS-1925119 and DMS-212324.
Author: John Niehaus [aut, cre]
Maintainer: John Niehaus <jniehaus2257@gmail.com>

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Package teal.widgets updated to version 0.5.0 with previous version 0.4.3 dated 2025-01-31

Title: 'shiny' Widgets for 'teal' Applications
Description: Collection of 'shiny' widgets to support 'teal' applications. Enables the manipulation of application layout and plot or table settings.
Author: Dawid Kaledkowski [aut, cre], Pawel Rucki [aut], Mahmoud Hallal [aut], Nikolas Burkoff [aut], Maciej Nasinski [aut], Konrad Pagacz [aut], Junlue Zhao [aut], F. Hoffmann-La Roche AG [cph, fnd]
Maintainer: Dawid Kaledkowski <dawid.kaledkowski@roche.com>

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Package sreg updated to version 2.0.1 with previous version 1.0.1 dated 2025-02-06

Title: Stratified Randomized Experiments
Description: Estimate average treatment effects (ATEs) in stratified randomized experiments. `sreg` supports a wide range of stratification designs, including matched pairs, n-tuple designs, and larger strata with many units — possibly of unequal size across strata. 'sreg' is designed to accommodate scenarios with multiple treatments and cluster-level treatment assignments, and accommodates optimal linear covariate adjustment based on baseline observable characteristics. 'sreg' computes estimators and standard errors based on Bugni, Canay, Shaikh (2018) <doi:10.1080/01621459.2017.1375934>; Bugni, Canay, Shaikh, Tabord-Meehan (2024+) <doi:10.48550/arXiv.2204.08356>; Jiang, Linton, Tang, Zhang (2023+) <doi:10.48550/arXiv.2201.13004>; Bai, Jiang, Romano, Shaikh, and Zhang (2024) <doi:10.1016/j.jeconom.2024.105740>; Liu (2024+) <doi:10.48550/arXiv.2301.09016>; and Cytrynbaum (2024) <doi:10.3982/QE2475>.
Author: Juri Trifonov [aut, cre, cph], Yuehao Bai [aut], Azeem Shaikh [aut], Max Tabord-Meehan [aut]
Maintainer: Juri Trifonov <jutrifonov@u.northwestern.edu>

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Package RgoogleMaps updated to version 1.5.3 with previous version 1.5.1 dated 2023-11-06

Title: Overlays on Static Maps
Description: Serves two purposes: (i) Provide a comfortable R interface to query the Google server for static maps, and (ii) Use the map as a background image to overlay plots within R. This requires proper coordinate scaling.
Author: Markus Loecher [aut, cre]
Maintainer: Markus Loecher <markus.loecher@gmail.com>

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Package onls updated to version 0.1-3 with previous version 0.1-2 dated 2022-10-31

Title: Orthogonal Nonlinear Least-Squares Regression
Description: Fits two-dimensional data by means of orthogonal nonlinear least-squares using Levenberg-Marquardt minimization and provides functionality for fit diagnostics and plotting. Delivers the same results as the 'ODRPACK' Fortran implementation described in Boggs et al. (1989) <doi:10.1145/76909.76913>, but is implemented in pure R.
Author: Andrej-Nikolai Spiess [aut, cre]
Maintainer: Andrej-Nikolai Spiess <draspiess@gmail.com>

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Package mildsvm updated to version 0.4.1 with previous version 0.4.0 dated 2022-07-14

Title: Multiple-Instance Learning with Support Vector Machines
Description: Weakly supervised (WS), multiple instance (MI) data lives in numerous interesting applications such as drug discovery, object detection, and tumor prediction on whole slide images. The 'mildsvm' package provides an easy way to learn from this data by training Support Vector Machine (SVM)-based classifiers. It also contains helpful functions for building and printing multiple instance data frames. The core methods from 'mildsvm' come from the following references: Kent and Yu (2024) <doi:10.1214/24-AOAS1876>; Xiao, Liu, and Hao (2018) <doi:10.1109/TNNLS.2017.2766164>; Muandet et al. (2012) <https://proceedings.neurips.cc/paper/2012/file/9bf31c7ff062936a96d3c8bd1f8f2ff3-Paper.pdf>; Chu and Keerthi (2007) <doi:10.1162/neco.2007.19.3.792>; and Andrews et al. (2003) <https://papers.nips.cc/paper/2232-support-vector-machines-for-multiple-instance-learning.pdf>. Many functions use the 'Gurobi' optimization back-end to improve the optimization problem speed; the ' [...truncated...]
Author: Sean Kent [aut, cre] , Yifei Liou [aut]
Maintainer: Sean Kent <skent259@gmail.com>

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Package fcirt updated to version 0.2.1 with previous version 0.1.0 dated 2022-02-01

Title: Forced Choice in Item Response Theory
Description: Bayesian estimation of forced choice models in Item Response Theory using 'rstan' (See Stan Development Team (2020) <https://mc-stan.org/>).
Author: Naidan Tu [aut, cre] , Seang-Hwane Joo [aut] , Philseok Lee [aut] , Stephen Stark [aut]
Maintainer: Naidan Tu <naidantu1031@gmail.com>

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Package extremefit updated to version 1.1.0 with previous version 1.0.3 dated 2025-04-10

Title: Estimation of Extreme Conditional Quantiles and Probabilities
Description: Extreme value theory, nonparametric kernel estimation, tail conditional probabilities, extreme conditional quantile, adaptive estimation, quantile regression, survival probabilities.
Author: Gilles Durrieu [aut], Ion Grama [aut], Kevin Jaunatre [aut, cre], Quang-Khoai Pham [aut], Jean-Marie Tricot [aut]
Maintainer: Kevin Jaunatre <kevin.jaunatre@hotmail.fr>

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Package binaryRL updated to version 0.9.7 with previous version 0.9.0 dated 2025-07-08

Title: Reinforcement Learning Tools for Two-Alternative Forced Choice Tasks
Description: Tools for building Rescorla-Wagner Models for Two-Alternative Forced Choice tasks, commonly employed in psychological research. Most concepts and ideas within this R package are referenced from Sutton and Barto (2018) <ISBN:9780262039246>. The package allows for the intuitive definition of RL models using simple if-else statements and three basic models built into this R package are referenced from Niv et al. (2012)<doi:10.1523/JNEUROSCI.5498-10.2012>. Our approach to constructing and evaluating these computational models is informed by the guidelines proposed in Wilson & Collins (2019) <doi:10.7554/eLife.49547>. Example datasets included with the package are sourced from the work of Mason et al. (2024) <doi:10.3758/s13423-023-02415-x>.
Author: YuKi [aut, cre]
Maintainer: YuKi <hmz1969a@gmail.com>

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Package autoGO readmission to version 1.0.3 with previous version 1.0.1 dated 2025-02-27

Title: Auto-GO: Reproducible, Robust and High Quality Ontology Enrichment Visualizations
Description: Auto-GO is a framework that enables automated, high quality Gene Ontology enrichment analysis visualizations. It also features a handy wrapper for Differential Expression analysis around the 'DESeq2' package described in Love et al. (2014) <doi:10.1186/s13059-014-0550-8>. The whole framework is structured in different, independent functions, in order to let the user decide which steps of the analysis to perform and which plot to produce.
Author: Isabella Grassucci [aut] , Eleonora Sperandio [aut] , Fabio Ticconi [cre] , Alice Massacci [aut] , Lorenzo D'Ambrosio [aut] , Matteo Pallocca [aut]
Maintainer: Fabio Ticconi <fabio.ticconi@gmail.com>

This is a re-admission after prior archival of version 1.0.1 dated 2025-02-27

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Package ETASbootstrap updated to version 0.2.1 with previous version 0.2.0 dated 2024-06-09

Title: Bootstrap Confidence Interval Estimation for 'ETAS' Model Parameters
Description: The 2-D spatial and temporal Epidemic Type Aftershock Sequence ('ETAS') Model is widely used to 'decluster' earthquake data catalogs. Usually, the calculation of standard errors of the 'ETAS' model parameter estimates is based on the Hessian matrix derived from the log-likelihood function of the fitted model. However, when an 'ETAS' model is fitted to a local data set over a time period that is limited or short, the standard errors based on the Hessian matrix may be inaccurate. It follows that the asymptotic confidence intervals for parameters may not always be reliable. As an alternative, this package allows for the construction of bootstrap confidence intervals based on empirical quantiles for the parameters of the 2-D spatial and temporal 'ETAS' model. This version improves on Version 0.1.0 of the package by enabling the study space window (renamed 'study region') to be polygonal rather than merely rectangular. A Japan earthquake data catalog is used in a second example to illustrat [...truncated...]
Author: Renjie Peng [aut, cre], Pierre Dutilleul [aut] , Christian Genest [aut]
Maintainer: Renjie Peng <renjie.peng@mail.mcgill.ca>

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Package curl updated to version 7.0.0 with previous version 6.4.0 dated 2025-06-22

Title: A Modern and Flexible Web Client for R
Description: Bindings to 'libcurl' <https://curl.se/libcurl/> for performing fully configurable HTTP/FTP requests where responses can be processed in memory, on disk, or streaming via the callback or connection interfaces. Some knowledge of 'libcurl' is recommended; for a more-user-friendly web client see the 'httr2' package which builds on this package with http specific tools and logic.
Author: Jeroen Ooms [aut, cre] , Hadley Wickham [ctb], Posit Software, PBC [cph]
Maintainer: Jeroen Ooms <jeroenooms@gmail.com>

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Permanent link

Package tinytable updated to version 0.13.0 with previous version 0.11.0 dated 2025-07-29

Title: Simple and Configurable Tables in 'HTML', 'LaTeX', 'Markdown', 'Word', 'PNG', 'PDF', and 'Typst' Formats
Description: Create highly customized tables with this simple and dependency-free package. Data frames can be converted to 'HTML', 'LaTeX', 'Markdown', 'Word', 'PNG', 'PDF', or 'Typst' tables. The user interface is minimalist and easy to learn. The syntax is concise. 'HTML' tables can be customized using the flexible 'Bootstrap' framework, and 'LaTeX' code with the 'tabularray' package.
Author: Vincent Arel-Bundock [aut, cre]
Maintainer: Vincent Arel-Bundock <vincent.arel-bundock@umontreal.ca>

Diff between tinytable versions 0.11.0 dated 2025-07-29 and 0.13.0 dated 2025-08-19

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More information about tinytable at CRAN
Permanent link

Package teal.data updated to version 0.8.0 with previous version 0.7.0 dated 2025-01-28

Title: Data Model for 'teal' Applications
Description: Provides a 'teal_data' class as a unified data model for 'teal' applications focusing on reproducibility and relational data.
Author: Dawid Kaledkowski [aut, cre] , Aleksander Chlebowski [aut] , Marcin Kosinski [aut], Andre Verissimo [aut] , Pawel Rucki [aut], Mahmoud Hallal [aut], Nikolas Burkoff [aut], Maciej Nasinski [aut], Konrad Pagacz [aut], Junlue Zhao [aut], Chendi Liao [re [...truncated...]
Maintainer: Dawid Kaledkowski <dawid.kaledkowski@roche.com>

Diff between teal.data versions 0.7.0 dated 2025-01-28 and 0.8.0 dated 2025-08-19

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Package rPref updated to version 1.5.0 with previous version 1.4.0 dated 2023-01-30

Title: Database Preferences and Skyline Computation
Description: Routines to select and visualize the maxima for a given strict partial order. This especially includes the computation of the Pareto frontier, also known as (Top-k) Skyline operator (see Börzsönyi, et al. (2001) <doi:10.1109/ICDE.2001.914855>), and some generalizations known as database preferences (see Kießling (2002) <doi:10.1016/B978-155860869-6/50035-4>).
Author: Patrick Roocks [aut, cre]
Maintainer: Patrick Roocks <mail@p-roocks.de>

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Package ragnar updated to version 0.2.1 with previous version 0.2.0 dated 2025-07-12

Title: Retrieval-Augmented Generation (RAG) Workflows
Description: Provides tools for implementing Retrieval-Augmented Generation (RAG) workflows with Large Language Models (LLM). Includes functions for document processing, text chunking, embedding generation, storage management, and content retrieval. Supports various document types and embedding providers ('Ollama', 'OpenAI'), with 'DuckDB' as the default storage backend. Integrates with the 'ellmer' package to equip chat objects with retrieval capabilities. Designed to offer both sensible defaults and customization options with transparent access to intermediate outputs. For a review of retrieval-augmented generation methods, see Gao et al. (2023) "Retrieval-Augmented Generation for Large Language Models: A Survey" <doi:10.48550/arXiv.2312.10997>.
Author: Tomasz Kalinowski [aut, cre], Daniel Falbel [aut], Posit Software, PBC [cph, fnd]
Maintainer: Tomasz Kalinowski <tomasz@posit.co>

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Package DImodels updated to version 1.3.3 with previous version 1.3.2 dated 2024-02-28

Title: Diversity-Interactions (DI) Models
Description: The 'DImodels' package is suitable for analysing data from biodiversity and ecosystem function studies using the Diversity-Interactions (DI) modelling approach introduced by Kirwan et al. (2009) <doi:10.1890/08-1684.1>. Suitable data will contain proportions for each species and a community-level response variable, and may also include additional factors, such as blocks or treatments. The package can perform data manipulation tasks, such as computing pairwise interactions (the DI_data() function), can perform an automated model selection process (the autoDI() function) and has the flexibility to fit a wide range of user-defined DI models (the DI() function).
Author: Rafael de Andrade Moral [aut, cre], John Connolly [aut], Rishabh Vishwakarma [ctb], Caroline Brophy [aut]
Maintainer: Rafael de Andrade Moral <rafael.deandrademoral@mu.ie>

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Package RMSS updated to version 1.2.1 with previous version 1.2.0 dated 2025-07-17

Title: Robust Multi-Model Subset Selection
Description: Efficient algorithms for generating ensembles of robust, sparse and diverse models via robust multi-model subset selection (RMSS). The robust ensembles are generated by minimizing the sum of the least trimmed square loss of the models in the ensembles under constraints for the size of the models and the sharing of the predictors. Tuning parameters for the robustness, sparsity and diversity of the robust ensemble are selected by cross-validation.
Author: Anthony Christidis [aut, cre], Gabriela Cohen-Freue [aut]
Maintainer: Anthony Christidis <anthony.christidis@stat.ubc.ca>

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Package pliman updated to version 3.1.0 with previous version 3.0.0 dated 2024-11-06

Title: Tools for Plant Image Analysis
Description: Tools for both single and batch image manipulation and analysis (Olivoto, 2022 <doi:10.1111/2041-210X.13803>) and phytopathometry (Olivoto et al., 2022 <doi:10.1007/S40858-021-00487-5>). The tools can be used for the quantification of leaf area, object counting, extraction of image indexes, shape measurement, object landmark identification, and Elliptical Fourier Analysis of object outlines (Claude (2008) <doi:10.1007/978-0-387-77789-4>). The package also provides a comprehensive pipeline for generating shapefiles with complex layouts and supports high-throughput phenotyping of RGB, multispectral, and hyperspectral orthomosaics. This functionality facilitates field phenotyping using UAV- or satellite-based imagery.
Author: Tiago Olivoto [aut, cre]
Maintainer: Tiago Olivoto <tiagoolivoto@gmail.com>

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Package malan updated to version 1.0.4 with previous version 1.0.3 dated 2023-11-28

Title: MAle Lineage ANalysis
Description: MAle Lineage ANalysis by simulating genealogies backwards and imposing short tandem repeats (STR) mutations forwards. Intended for forensic Y chromosomal STR (Y-STR) haplotype analyses. Numerous analyses are possible, e.g. number of matches and meiotic distance to matches. Refer to papers mentioned in citation("malan") (DOI's: <doi:10.1371/journal.pgen.1007028>, <doi:10.21105/joss.00684> and <doi:10.1016/j.fsigen.2018.10.004>).
Author: Mikkel Meyer Andersen [aut, cre]
Maintainer: Mikkel Meyer Andersen <mikl@math.aau.dk>

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Package tbea updated to version 1.7.0 with previous version 1.6.1 dated 2025-04-10

Title: Pre- And Post-Processing in Bayesian Evolutionary Analyses
Description: Functions are provided for prior specification in divergence time estimation using fossils as well as other kinds of data. It provides tools for interacting with the input and output of Bayesian platforms in evolutionary biology such as 'BEAST2', 'MrBayes', 'RevBayes', or 'MCMCTree'. It Implements a simple measure similarity between probability density functions for comparing prior and posterior Bayesian densities, as well as code for calculating the combination of distributions using conflation of Hill (2008). Functions for estimating the origination time in collections of distributions using the x-intercept (e.g., Draper and Smith, 1998) and stratigraphic intervals (Marshall 2010) are also available. Hill, T. 2008. "Conflations of probability distributions". Transactions of the American Mathematical Society, 363:3351-3372. <doi:10.48550/arXiv.0808.1808>, Draper, N. R. and Smith, H. 1998. "Applied Regression Analysis". 1--706. Wiley Interscience, New York. <DOI:10.1002/978111 [...truncated...]
Author: Gustavo A. Ballen [aut, cre], Sandra Reinales [aut]
Maintainer: Gustavo A. Ballen <gustavo.a.ballen@gmail.com>

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Package nzilbb.labbcat updated to version 1.5-0 with previous version 1.4-0 dated 2025-05-22

Title: Accessing Data Stored in 'LaBB-CAT' Instances
Description: 'LaBB-CAT' is a web-based language corpus management system developed by the New Zealand Institute of Language, Brain and Behaviour (NZILBB) - see <https://labbcat.canterbury.ac.nz>. This package defines functions for accessing corpus data in a 'LaBB-CAT' instance. You must have at least version 20230818.1400 of 'LaBB-CAT' to use this package. For more information about 'LaBB-CAT', see Robert Fromont and Jennifer Hay (2008) <doi:10.3366/E1749503208000142> or Robert Fromont (2017) <doi:10.1016/j.csl.2017.01.004>.
Author: Robert Fromont [aut, cre]
Maintainer: Robert Fromont <robert.fromont@canterbury.ac.nz>

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Package maczic updated to version 1.1.0 with previous version 1.0.0 dated 2023-09-11

Title: Mediation Analysis for Count and Zero-Inflated Count Data
Description: Performs causal mediation analysis for count and zero-inflated count data without or with a post-treatment confounder; calculates power to detect prespecified causal mediation effects, direct effects, and total effects; performs sensitivity analysis when there is a treatment- induced mediator-outcome confounder as described by Cheng, J., Cheng, N.F., Guo, Z., Gregorich, S., Ismail, A.I., Gansky, S.A. (2018) <doi:10.1177/0962280216686131>. Implements Instrumental Variable (IV) method to estimate the controlled (natural) direct and mediation effects, and compute the bootstrap Confidence Intervals as described by Guo, Z., Small, D.S., Gansky, S.A., Cheng, J. (2018) <doi:10.1111/rssc.12233>. This software was made possible by Grant R03DE028410 from the National Institute of Dental and Craniofacial Research, a component of the National Institutes of Health.
Author: Nancy Cheng [aut, cre], Zijian Guo [aut], Jing Cheng [aut]
Maintainer: Nancy Cheng <Nancy.Cheng@ucsf.edu>

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Package forested updated to version 0.2.0 with previous version 0.1.0 dated 2024-07-31

Title: Forest Attributes in U.S. States
Description: A small subset of plots throughout the U.S. are sampled and assessed "on-the-ground" as forested or non-forested by the U.S. Department of Agriculture, Forest Service, Forest Inventory and Analysis (FIA) Program, but the FIA also has access to remotely sensed data for all land in the country. The 'forested' package contains data frames intended for use in predictive modeling applications where the more easily-accessible remotely sensed data can be used to predict whether a plot is forested or non-forested. Currently, the package provides data for Washington and Georgia.
Author: Grayson White [aut] , Hannah Frick [aut] , Simon Couch [aut, cre] , Posit Software, PBC [cph, fnd]
Maintainer: Simon Couch <simon.couch@posit.co>

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Package chatLLM updated to version 0.1.3 with previous version 0.1.2 dated 2025-05-20

Title: A Flexible Interface for 'LLM' API Interactions
Description: Provides a flexible interface for interacting with Large Language Model ('LLM') providers including 'OpenAI', 'Groq', 'Anthropic', 'DeepSeek', 'DashScope', 'Gemini', 'Grok' and 'GitHub Models'. Supports both synchronous and asynchronous chat-completion APIs, with features such as retry logic, dynamic model selection, customizable parameters, and multi-message conversation handling. Designed to streamline integration with state-of-the-art LLM services across multiple platforms.
Author: Kwadwo Daddy Nyame Owusu Boakye [aut, cre]
Maintainer: Kwadwo Daddy Nyame Owusu Boakye <kwadwo.owusuboakye@outlook.com>

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Package cansim updated to version 0.4.4 with previous version 0.4.3 dated 2025-05-30

Title: Accessing Statistics Canada Data Table and Vectors
Description: Searches for, accesses, and retrieves Statistics Canada data tables, as well as individual vectors, as tidy data frames. This package enriches the tables with metadata, deals with encoding issues, allows for bilingual English or French language data retrieval, and bundles convenience functions to make it easier to work with retrieved table data. For more efficient data access the package allows for caching data in a local database and database level filtering, data manipulation and summarizing.
Author: Jens von Bergmann [aut, cre], Dmitry Shkolnik [aut]
Maintainer: Jens von Bergmann <jens@mountainmath.ca>

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Package PsychWordVec updated to version 2025.8 with previous version 2025.3 dated 2025-03-30

Title: Word Embedding Research Framework for Psychological Science
Description: An integrative toolbox of word embedding research that provides: (1) a collection of 'pre-trained' static word vectors in the '.RData' compressed format <https://psychbruce.github.io/WordVector_RData.pdf>; (2) a group of functions to process, analyze, and visualize word vectors; (3) a range of tests to examine conceptual associations, including the Word Embedding Association Test <doi:10.1126/science.aal4230> and the Relative Norm Distance <doi:10.1073/pnas.1720347115>, with permutation test of significance; and (4) a set of training methods to locally train (static) word vectors from text corpora, including 'Word2Vec' <doi:10.48550/arXiv.1301.3781>, 'GloVe' <doi:10.3115/v1/D14-1162>, and 'FastText' <doi:10.48550/arXiv.1607.04606>.
Author: Han Wu Shuang Bao [aut, cre]
Maintainer: Han Wu Shuang Bao <baohws@foxmail.com>

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Package MMAC updated to version 1.0 with previous version 0.1.2 dated 2018-07-05

Title: Data for Mathematical Modeling and Applied Calculus
Description: Contains the data sets for the first and second editions of the textbook "Mathematical Modeling and Applied Calculus" by Joel Kilty and Alex M. McAllister. The first edition of the book was published by Oxford University Press in 2018 with ISBN-13: 978-019882472. The second edition is expected to be published in January 2027.
Author: Joel Kilty [aut, cre], McAllister Alex [aut]
Maintainer: Joel Kilty <joel.kilty@centre.edu>

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Package FMAT updated to version 2025.8 with previous version 2025.4 dated 2025-04-08

Title: The Fill-Mask Association Test
Description: The Fill-Mask Association Test ('FMAT') <doi:10.1037/pspa0000396> is an integrative and probability-based method using Masked Language Models to measure conceptual associations (e.g., attitudes, biases, stereotypes, social norms, cultural values) as propositions in natural language. Supported language models include 'BERT' <doi:10.48550/arXiv.1810.04805> and its variants available at 'Hugging Face' <https://huggingface.co/models?pipeline_tag=fill-mask>. Methodological references and installation guidance are provided at <https://psychbruce.github.io/FMAT/>.
Author: Han Wu Shuang Bao [aut, cre]
Maintainer: Han Wu Shuang Bao <baohws@foxmail.com>

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Package decisionSupport updated to version 1.115 with previous version 1.114 dated 2024-04-08

Title: Quantitative Support of Decision Making under Uncertainty
Description: Supporting the quantitative analysis of binary welfare based decision making processes using Monte Carlo simulations. Decision support is given on two levels: (i) The actual decision level is to choose between two alternatives under probabilistic uncertainty. This package calculates the optimal decision based on maximizing expected welfare. (ii) The meta decision level is to allocate resources to reduce the uncertainty in the underlying decision problem, i.e to increase the current information to improve the actual decision making process. This problem is dealt with using the Value of Information Analysis. The Expected Value of Information for arbitrary prospective estimates can be calculated as well as Individual Expected Value of Perfect Information. The probabilistic calculations are done via Monte Carlo simulations. This Monte Carlo functionality can be used on its own.
Author: Eike Luedeling [cre, aut] , Lutz Goehring [aut] , Katja Schiffers [aut] , Cory Whitney [aut] , Eduardo Fernandez [aut]
Maintainer: Eike Luedeling <eike@eikeluedeling.com>

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Package BMEmapping updated to version 1.2.2 with previous version 1.2.0 dated 2025-07-27

Title: Spatial Interpolation using Bayesian Maximum Entropy (BME)
Description: Provides an accessible and robust implementation of core BME methodologies for spatial prediction. It enables the systematic integration of heterogeneous data sources including both hard data (precise measurements) and soft interval data (bounded or uncertain observations) while incorporating prior knowledge and supporting variogram-based spatial modeling. The BME methodology is described in Christakos (1990) <doi:10.1007/BF00890661> and Serre and Christakos (1999) <doi:10.1007/s004770050029>.
Author: Kinspride Duah [aut, cre, cph] , Yan Sun [aut]
Maintainer: Kinspride Duah <kinspride2020@gmail.com>

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Package aslib updated to version 0.1.3 with previous version 0.1.2 dated 2022-08-25

Title: Interface to the Algorithm Selection Benchmark Library
Description: Provides an interface to the algorithm selection benchmark library at <https://www.coseal.net/aslib/> and the 'LLAMA' package (<https://cran.r-project.org/package=llama>) for building algorithm selection models; see Bischl et al. (2016) <doi:10.1016/j.artint.2016.04.003>.
Author: Bernd Bischl [aut], Lars Kotthoff [aut, cre], Pascal Kerschke [ctb, aut], Damir Pulatov [ctb, aut]
Maintainer: Lars Kotthoff <larsko@uwyo.edu>

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Package ACNE updated to version 0.9.2 with previous version 0.9.1 dated 2024-02-17

Title: Affymetrix SNP Probe-Summarization using Non-Negative Matrix Factorization
Description: A summarization method to estimate allele-specific copy number signals for Affymetrix SNP microarrays using non-negative matrix factorization (NMF).
Author: Maria Ortiz [aut], Henrik Bengtsson [aut, cre, cph], Angel Rubio [aut]
Maintainer: Henrik Bengtsson <henrikb@braju.com>

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Package uncertainUCDP updated to version 0.6.1 with previous version 0.5.2 dated 2024-07-02

Title: Parametric Mixture Models for Uncertainty Estimation of Fatalities in UCDP Conflict Data
Description: Provides functions for estimating uncertainty in the number of fatalities in the Uppsala Conflict Data Program (UCDP) data. The package implements a parametric reported-value Gumbel mixture distribution that accounts for the uncertainty in the number of fatalities in the UCDP data. The model is based on information from a survey on UCDP coders and how they view the uncertainty of the number of fatalities from UCDP events. The package provides functions for making random draws of fatalities from the mixture distribution, as well as to estimate percentiles, quantiles, means, and other statistics of the distribution. Full details on the survey and estimation procedure can be found in Vesco et al (2024).
Author: David Randahl [cre, aut]
Maintainer: David Randahl <david.randahl@pcr.uu.se>

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Package mxcc updated to version 0.0.4 with previous version 0.0.3 dated 2025-06-13

Title: Maxwell Control Charts
Description: Computes Control limits, coefficients of control limits, various performance metrics and depicts control charts for monitoring Maxwell-distributed quality characteristics.
Author: Zahid Khan [aut], Zsolt T. Kosztyan [aut, cre]
Maintainer: Zsolt T. Kosztyan <kosztyan.zsolt@gtk.uni-pannon.hu>

Diff between mxcc versions 0.0.3 dated 2025-06-13 and 0.0.4 dated 2025-08-19

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Package IMak updated to version 2.1.2 with previous version 2.1.1 dated 2025-07-25

Title: Item Maker
Description: This is an Automatic Item Generator for Psychological Assessment. Items created with the 'IMak' package should not be used in applied settings as part of the working protocol without ensuring first that the items meet the required psychometric quality standards (see Blum & Holling, 2018) <DOI:10.3389/fpsyg.2018.01286>.
Author: Diego Blum [aut, cre]
Maintainer: Diego Blum <blumworx@gmail.com>

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Package embryogrowth updated to version 10.3 with previous version 10.2 dated 2025-06-16

Title: Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Description: Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See <doi:10.7717/peerj.8451> for tsd functions; see <doi:10.1016/j.jtherbio.2014.08.005> for thermal reaction norm of embryo growth.
Author: Marc Girondot [aut, cre]
Maintainer: Marc Girondot <marc.girondot@gmail.com>

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Package wget updated to version 0.0.4 with previous version 0.0.3 dated 2024-09-24

Title: Setting Download Method to 'wget'
Description: Provides function, wget_set(), to change the method (default to 'wget -c') using in download.file(). Using 'wget -c' allowing continued downloading, which is especially useful for slow internet connection and for downloading large files. User can run wget_unset() to restore previous setting.
Author: Guangchuang Yu [aut, cre]
Maintainer: Guangchuang Yu <guangchuangyu@gmail.com>

Diff between wget versions 0.0.3 dated 2024-09-24 and 0.0.4 dated 2025-08-19

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Package smvr updated to version 0.2.1 with previous version 0.2.0 dated 2025-07-05

Title: Simple Implementation of Semantic Versioning (SemVer)
Description: Simple implementation of Semantic Versioning 2.0.0 ('SemVer') on the 'vctrs' package. This package provides a simple way to create, compare, and manipulate semantic versions in R. It is designed to be lightweight and easy to use.
Author: Tatsuya Shima [aut, cre]
Maintainer: Tatsuya Shima <ts1s1andn@gmail.com>

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Package segen updated to version 2.0.0 with previous version 1.1.0 dated 2022-08-15

Title: Sequence Generalization Through Similarity Network
Description: Proposes an application for sequence prediction generalizing the similarity within the network of previous sequences.
Author: Giancarlo Vercellino [aut, cre, cph]
Maintainer: Giancarlo Vercellino <giancarlo.vercellino@gmail.com>

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Package recmap updated to version 1.0.20 with previous version 1.0.17 dated 2023-09-23

Title: Compute the Rectangular Statistical Cartogram
Description: Implements the RecMap MP2 construction heuristic <doi:10.1109/INFVIS.2004.57>. This algorithm draws maps according to a given statistical value, e.g., election results, population, or epidemiological data. The basic idea of the RecMap algorithm is that each map region, e.g., different countries, is represented by a rectangle. The area of each rectangle represents the statistical value provided as input to maintain zero cartographic error. Computationally intensive tasks are implemented in C++. The included vignette documents recmap algorithm usage.
Author: Christian Panse [aut, cre]
Maintainer: Christian Panse <Christian.Panse@gmail.com>

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Package parsermd updated to version 0.2.0 with previous version 0.1.3 dated 2024-01-16

Title: Formal Parser and Related Tools for R Markdown Documents
Description: An implementation of a formal grammar and parser for R Markdown documents using the Boost Spirit X3 library. It also includes a collection of high level functions for working with the resulting abstract syntax tree.
Author: Colin Rundel [aut, cre]
Maintainer: Colin Rundel <rundel@gmail.com>

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New package MOM with initial version 0.1.0
Package: MOM
Title: Estimation and Testing of Hypothesis
Version: 0.1.0
Description: A collection of functions to do some statistical inferences. On estimation, it has the function to get the method of moments estimates, the sampling interval. In terms of testing it has function of doing most powerful test.
Imports: actuar, VGAM
License: MIT + file LICENSE
Encoding: UTF-8
VignetteBuilder: knitr
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
NeedsCompilation: no
Packaged: 2025-08-01 04:45:34 UTC; PRODUYMNA
Author: Produymna Ghose Majumdar [aut, cre], Sangbartta Banerjee [aut]
Maintainer: Produymna Ghose Majumdar <ghosemajumdarproduymna@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-19 15:20:08 UTC

More information about MOM at CRAN
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New package metaSVR with initial version 0.1.0
Package: metaSVR
Title: Support Vector Regression with Metaheuristic Algorithms Optimization
Version: 0.1.0
Description: Provides a hybrid modeling framework combining Support Vector Regression (SVR) with metaheuristic optimization algorithms, including the Archimedes Optimization Algorithm (AO) (Hashim et al. (2021) <doi:10.1007/s10489-020-01893-z>), Coot Bird Optimization (CBO) (Naruei & Keynia (2021) <doi:10.1016/j.eswa.2021.115352>), and their hybrid (AOCBO), as well as several others such as Harris Hawks Optimization (HHO) (Heidari et al. (2019) <doi:10.1016/j.future.2019.02.028>), Gray Wolf Optimizer (GWO) (Mirjalili et al. (2014) <doi:10.1016/j.advengsoft.2013.12.007>), Ant Lion Optimization (ALO) (Mirjalili (2015) <doi:10.1016/j.advengsoft.2015.01.010>), and Enhanced Harris Hawk Optimization with Coot Bird Optimization (EHHOCBO) (Cui et al. (2023) <doi:10.32604/cmes.2023.026019>). The package enables automatic tuning of SVR hyperparameters (cost, gamma, and epsilon) to enhance prediction performance. Suitable for regression tasks in domains such as renewabl [...truncated...]
Imports: e1071, stats, hms
License: GPL (>= 3)
Encoding: UTF-8
URL: https://github.com/rechtianaputri/metaSVR
BugReports: https://github.com/rechtianaputri/metaSVR/issues
Suggests: testthat (>= 3.0.0)
Depends: R (>= 3.5.0)
NeedsCompilation: no
Packaged: 2025-07-29 04:59:11 UTC; awinv
Author: Rechtiana Putri Arini [aut, cre], Robert Kurniawan [aut], I Nyoman Setiawan [aut], Zulhan Andika Asyraf [aut]
Maintainer: Rechtiana Putri Arini <rparini17@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-19 15:10:13 UTC

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Package immunogenetr updated to version 1.0.0 with previous version 0.3.1 dated 2025-06-25

Title: A Comprehensive Toolkit for Clinical HLA Informatics
Description: A comprehensive toolkit for clinical Human Leukocyte Antigen (HLA) informatics, built on 'tidyverse' <https://tidyverse.tidyverse.org/> principles and making use of genotype list string (GL string, Mack et al. (2023) <doi:10.1111/tan.15126>) for storing and computing HLA genotype data. Specific functionalities include: coercion of HLA data in tabular format to and from GL string; calculation of matching and mismatching in all directions, with multiple output formats; automatic formatting of HLA data for searching within a GL string; truncation of molecular HLA data to a specific number of fields; and reading HLA genotypes in HML files and extracting the GL string.
Author: Nicholas Brown [cre, aut] , Busra Coskun [aut]
Maintainer: Nicholas Brown <nicholas.brown@pennmedicine.upenn.edu>

Diff between immunogenetr versions 0.3.1 dated 2025-06-25 and 1.0.0 dated 2025-08-19

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New package confidenceCurves with initial version 0.1.0
Package: confidenceCurves
Title: Frequentist Confidence Analysis for Clinical Trials
Version: 0.1.0
Description: Frequentist confidence analysis answers the question: How confident are we in a particular treatment effect? This package calculates the frequentist confidence in a treatment effect of interest given observed data, and returns the family of confidence curves associated with that data.
License: MIT + file LICENSE
Imports: cowplot (>= 1.1.3), DescTools (>= 0.99.54), ggplot2 (>= 3.5.1), rlang (>= 1.1.4)
Encoding: UTF-8
Suggests: rmarkdown, stats, testthat (>= 3.0.0), utils
NeedsCompilation: no
Packaged: 2025-08-01 05:31:18 UTC; fwerdiger
Author: Freda Werdiger [aut, cre]
Maintainer: Freda Werdiger <freda.werdiger@unimelb.edu.au>
Repository: CRAN
Date/Publication: 2025-08-19 15:20:02 UTC

More information about confidenceCurves at CRAN
Permanent link

Package ChineseNames updated to version 2025.8 with previous version 2023.8 dated 2023-08-08

Title: Chinese Name Database 1930-2008
Description: A database of Chinese surnames and given names (1930-2008). This database contains nationwide frequency statistics of 1,806 Chinese surnames and 2,614 Chinese characters used in given names, covering about 1.2 billion Han Chinese population (96.8 percent of the Han Chinese household-registered population born from 1930 to 2008 and still alive in 2008). This package also contains a function for computing multiple indices of Chinese surnames and given names for social science research (e.g., name uniqueness, name gender, name valence, and name warmth/competence). Details are provided at <https://psychbruce.github.io/ChineseNames/>.
Author: Han Wu Shuang Bao [aut, cre]
Maintainer: Han Wu Shuang Bao <baohws@foxmail.com>

Diff between ChineseNames versions 2023.8 dated 2023-08-08 and 2025.8 dated 2025-08-19

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More information about ChineseNames at CRAN
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Package tbrf updated to version 0.1.7 with previous version 0.1.6 dated 2025-04-02

Title: Time-Based Rolling Functions
Description: Provides rolling statistical functions based on date and time windows instead of n-lagged observations.
Author: Michael Schramm [aut, cre, cph] , Frank Harrell [ctb], Bob Rudis [ctb]
Maintainer: Michael Schramm <mpschramm@gmail.com>

Diff between tbrf versions 0.1.6 dated 2025-04-02 and 0.1.7 dated 2025-08-19

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Permanent link

Package plainview updated to version 0.2.2 with previous version 0.2.1 dated 2023-07-11

Title: Plot Raster Images Interactively on a Plain HTML Canvas
Description: Provides methods for plotting potentially large (raster) images interactively on a plain HTML canvas. In contrast to package 'mapview' data are plotted without background map, but data can be projected to any spatial coordinate reference system. Supports plotting of classes 'RasterLayer', 'RasterStack', 'RasterBrick' (from package 'raster') as well as 'png' files located on disk. Interactivity includes zooming, panning, and mouse location information. In case of multi-layer 'RasterStacks' or 'RasterBricks', RGB image plots are created (similar to 'raster::plotRGB' - but interactive).
Author: Tim Appelhans [cre, aut], Stefan Woellauer [aut]
Maintainer: Tim Appelhans <tim.appelhans@gmail.com>

Diff between plainview versions 0.2.1 dated 2023-07-11 and 0.2.2 dated 2025-08-19

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Permanent link

Package OwenQ readmission to version 1.0.8 with previous version 1.0.7 dated 2023-04-11

Title: Owen Q-Function
Description: Evaluates the Owen Q-function for an integer value of the degrees of freedom, by applying Owen's algorithm (1965) <doi:10.1093/biomet/52.3-4.437>. It is useful for the calculation of the power of equivalence tests.
Author: Stephane Laurent [aut], Alex Ball [cre]
Maintainer: Alex Ball <alex_keith_ball@hotmail.com>

This is a re-admission after prior archival of version 1.0.7 dated 2023-04-11

Diff between OwenQ versions 1.0.7 dated 2023-04-11 and 1.0.8 dated 2025-08-19

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Package JavaGD updated to version 0.6-6 with previous version 0.6-5 dated 2022-11-30

Title: Java Graphics Device
Description: Graphics device routing all graphics commands to a Java program. The actual functionality of the JavaGD depends on the Java-side implementation. Simple AWT and Swing implementations are included.
Author: Simon Urbanek [aut, cre, cph]
Maintainer: Simon Urbanek <Simon.Urbanek@R-project.org>

Diff between JavaGD versions 0.6-5 dated 2022-11-30 and 0.6-6 dated 2025-08-19

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New package invitroTKstats with initial version 0.0.13
Package: invitroTKstats
Version: 0.0.13
Date: 2025-07-01
Title: In Vitro Toxicokinetic Data Processing and Analysis Pipeline
Description: A set of tools for processing and analyzing in vitro toxicokinetic measurements in a standardized and reproducible pipeline. The package was developed to perform frequentist and Bayesian estimation on a variety of in vitro toxicokinetic measurements including -- but not limited to -- chemical fraction unbound in the presence of plasma (f_up), intrinsic hepatic clearance (Clint, uL/min/million hepatocytes), and membrane permeability for oral absorption (Caco2). The methods provided by the package were described in Wambaugh et al. (2019) <doi:10.1093/toxsci/kfz205>.
Depends: R (>= 3.5.0)
Imports: runjags, parallel, readxl, coda, ggplot2, scales, stats4, Rdpack, methods, stats, utils, dplyr, rlang
Suggests: knitr, R.rsp, tidyverse, gridExtra, gridtext, flextable, rmarkdown, magrittr, stringr
License: MIT + file LICENSE
LazyData: true
Encoding: UTF-8
VignetteBuilder: knitr, R.rsp
NeedsCompilation: no
Maintainer: Sarah E. Davidson-Fritz <davidsonfritz.sarah@epa.gov>
URL: https://github.com/USEPA/invitroTKstats
BugReports: https://github.com/USEPA/invitroTKstats/issues
Packaged: 2025-07-31 14:04:52 UTC; SDAVID02
Author: John Wambaugh [aut] , Sarah E. Davidson-Fritz [aut, cre] , Lindsay Knupp [ctb], Barbara A. Wetmore [ctb] , Zhao Zhihui [ctb], Chantel Nicolas [ctb] , Anna Kreutz [ctb] , U.S. Federal Government [cph]
Repository: CRAN
Date/Publication: 2025-08-19 15:00:02 UTC

More information about invitroTKstats at CRAN
Permanent link

New package invitroTKdata with initial version 0.0.1
Package: invitroTKdata
Version: 0.0.1
Date: 2025-07-17
Title: In Vitro Toxicokinetic Data Processed with the 'invitroTKstats' Pipeline
Description: A collection of datasets containing a variety of in vitro toxicokinetic measurements including -- but not limited to -- chemical fraction unbound in the presence of plasma (f_up), intrinsic hepatic clearance (Clint, uL/min/million hepatocytes), and membrane permeability for oral absorption (Caco2). The datasets provided by the package were processed and analyzed with the companion 'invitroTKstats' package.
Depends: R (>= 3.5.0)
Imports: Rdpack
License: MIT + file LICENSE
LazyData: true
Encoding: UTF-8
URL: https://github.com/USEPA/invitroTKdata
BugReports: https://github.com/USEPA/invitroTKdata/issues
NeedsCompilation: no
Packaged: 2025-07-31 13:50:35 UTC; SDAVID02
Author: Sarah E. Davidson-Fritz [aut, cre] , John Wambaugh [aut] , Lindsay Knupp [ctb], Barbara A. Wetmore [ctb] , Anna Kreutz [ctb] , Marci Smeltz [ctb] , David Crizer [ctb], U.S. Federal Government [cph]
Maintainer: Sarah E. Davidson-Fritz <davidsonfritz.sarah@epa.gov>
Repository: CRAN
Date/Publication: 2025-08-19 14:50:07 UTC

More information about invitroTKdata at CRAN
Permanent link

Package glmnetr updated to version 0.6-2 with previous version 0.6-1 dated 2025-05-10

Title: Nested Cross Validation for the Relaxed Lasso and Other Machine Learning Models
Description: Cross validation informed Relaxed LASSO (or more generally elastic net), gradient boosting machine ('xgboost'), Random Forest ('RandomForestSRC'), Oblique Random Forest ('aorsf'), Artificial Neural Network (ANN), Recursive Partitioning ('RPART') or step wise regression models are fit. Cross validation leave out samples (leading to nested cross validation) or bootstrap out-of-bag samples are used to evaluate and compare performances between these models with results presented in tabular or graphical means. Calibration plots can also be generated, again based upon (outer nested) cross validation or bootstrap leave out (out of bag) samples. For some datasets, for example when the design matrix is not of full rank, 'glmnet' may have very long run times when fitting the relaxed lasso model, from our experience when fitting Cox models on data with many predictors and many patients, making it difficult to get solutions from either glmnet() or cv.glmnet(). This may be remedied by using the [...truncated...]
Author: Walter K Kremers [aut, cre] , Nicholas B Larson [ctb]
Maintainer: Walter K Kremers <kremers.walter@mayo.edu>

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New package ggdiagram with initial version 0.1.0
Package: ggdiagram
Title: Object-Oriented Diagram Plots with 'ggplot2'
Version: 0.1.0
Description: Creates diagrams with an object-oriented approach. Geometric objects have computed properties with information about themselves (e.g., their area) or about their relationships with other objects (e.g, the distance between their edges). The objects have methods to convert them to geoms that can be plotted in 'ggplot2'.
License: CC0
URL: https://github.com/wjschne/ggdiagram, https://wjschne.github.io/ggdiagram/
BugReports: https://github.com/wjschne/ggdiagram/issues
Depends: R (>= 4.1.0)
Imports: arrowheadr, bezier, cli, dplyr, farver, geomtextpath, ggarrow, ggforce, ggplot2, ggtext, grDevices, grid, janitor, lavaan, magick, magrittr, pdftools, purrr, rlang, S7, scales, signs, stringr, tibble, tidyr, tinter, tinytex, utils, vctrs
Suggests: knitr, marquee, methods, quarto, rmarkdown, simstandard, spelling, testthat (>= 3.0.0), tidyverse, viridis
VignetteBuilder: knitr, quarto
Encoding: UTF-8
Language: en-US
NeedsCompilation: no
Packaged: 2025-07-31 09:53:25 UTC; tuh42402
Author: W. Joel Schneider [aut, cre]
Maintainer: W. Joel Schneider <w.joel.schneider@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-19 14:50:13 UTC

More information about ggdiagram at CRAN
Permanent link

New package dsp with initial version 1.2.0
Package: dsp
Title: Dynamic Shrinkage Process and Change Point Detection
Version: 1.2.0
Description: Provides efficient Markov chain Monte Carlo (MCMC) algorithms for dynamic shrinkage processes, which extend global-local shrinkage priors to the time series setting by allowing shrinkage to depend on its own past. These priors yield locally adaptive estimates, useful for time series and regression functions with irregular features. The package includes full MCMC implementations for trend filtering using dynamic shrinkage on signal differences, producing locally constant or linear fits with adaptive credible bands. Also included are models with static shrinkage and normal-inverse-Gamma priors for comparison. Additional tools cover dynamic regression with time-varying coefficients and B-spline models with shrinkage on basis differences, allowing for flexible curve-fitting with unequally spaced data. Some support for heteroscedastic errors, outlier detection, and change point estimation. Methods in this package are described in Kowal et al. (2019) <doi:10.1111/rssb.12325>, Wu et al. [...truncated...]
License: GPL (>= 3)
Depends: R (>= 4.1.0)
Imports: coda, fda, graphics, grDevices, Matrix, MCMCpack, methods, msm, pgdraw, Rcpp, RcppZiggurat, spam, progress, stats, stochvol, BayesLogit, truncdist, mgcv, purrr, rlang, lifecycle, glue
Suggests: ggplot2, testthat (>= 3.0.0)
LinkingTo: Rcpp, RcppArmadillo, RcppEigen
Encoding: UTF-8
URL: https://github.com/schafert/dsp
BugReports: https://github.com/schafert/dsp/issues
NeedsCompilation: yes
Packaged: 2025-07-31 16:57:44 UTC; torynschafer
Author: Daniel R. Kowal [aut, cph], Haoxuan Wu [aut], Toryn Schafer [aut, cre] , Jason B. Cho [aut], David S. Matteson [aut]
Maintainer: Toryn Schafer <toryn27@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-19 15:00:13 UTC

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Package crunch updated to version 1.31.1 with previous version 1.31.0 dated 2025-03-18

Title: Crunch.io Data Tools
Description: The Crunch.io service <https://crunch.io/> provides a cloud-based data store and analytic engine, as well as an intuitive web interface. Using this package, analysts can interact with and manipulate Crunch datasets from within R. Importantly, this allows technical researchers to collaborate naturally with team members, managers, and clients who prefer a point-and-click interface.
Author: Greg Freedman Ellis [aut, cre], Jonathan Keane [aut], Mike Malecki [aut], Neal Richardson [aut], Gordon Shotwell [aut], Aljaz Sluga [aut]
Maintainer: Greg Freedman Ellis <greg@crunch.io>

Diff between crunch versions 1.31.0 dated 2025-03-18 and 1.31.1 dated 2025-08-19

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More information about crunch at CRAN
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New package CCI with initial version 0.2.1
Package: CCI
Title: Computational Test for Conditional Independence
Version: 0.2.1
Date: 2025-07-08
Description: Tool for performing computational testing for conditional independence between variables in a dataset. 'CCI' implements permutation in combination with Monte Carlo Cross-Validation in generating null distributions and test statistics. For more details see Computational Test for Conditional Independence (2024) <doi:10.3390/a17080323>.
Imports: ggplot2, dplyr, caret, xgboost, ranger, stats, dagitty, data.table, e1071, rlang, progress
Suggests: testthat, knitr, rmarkdown
License: GPL (>= 2)
URL: https://github.com/khliland/CCI
BugReports: https://github.com/khliland/CCI/issues
Encoding: UTF-8
NeedsCompilation: no
Packaged: 2025-07-31 11:53:58 UTC; christian.thorjussen
Author: Christian B. H. Thorjussen [aut, cre] , Kristian Hovde Liland [aut]
Maintainer: Christian B. H. Thorjussen <christianbern@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-19 14:50:25 UTC

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New package CBTF with initial version 0.4.0
Package: CBTF
Title: Caught by the Fuzz! - A Minimalistic Fuzz-Test Runner
Version: 0.4.0
Date: 2025-07-31
Maintainer: Marco Colombo <mar.colombo13@gmail.com>
Description: A simple runner for fuzz-testing functions in an R package's public interface. Fuzz testing helps identify functions lacking sufficient argument validation, and uncovers problematic inputs that, while valid by function signature, may cause issues within the function body.
URL: https://mcol.github.io/caught-by-the-fuzz/
BugReports: https://github.com/mcol/caught-by-the-fuzz/issues
Imports: cli (>= 3.6.5)
Suggests: testthat (>= 3.2.3), withr (>= 3.0.2)
License: GPL-3
Encoding: UTF-8
NeedsCompilation: no
Packaged: 2025-07-31 13:07:36 UTC; marco
Author: Marco Colombo [aut, cre]
Repository: CRAN
Date/Publication: 2025-08-19 14:50:31 UTC

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Package cartographr updated to version 0.2.3 with previous version 0.2.2 dated 2024-06-28

Title: Crafting Print-Ready Maps and Layered Visualizations
Description: Simplifying the creation of print-ready maps, this package offers a user-friendly interface derived from 'ggplot2' for handling OpenStreetMap data. It streamlines the map-making process, allowing users to focus on the story their maps tell. Transforming raw geospatial data into informative visualizations is made easy with simple features 'sf' geometries. Whether for urban planning, environmental studies, or impactful public presentations, this tool facilitates straightforward and effective map creation. Enhance the dissemination of spatial information with high-quality, narrative-driven visualizations!
Author: David Willinger [aut, cre, cph]
Maintainer: David Willinger <david.willinger@gmail.com>

Diff between cartographr versions 0.2.2 dated 2024-06-28 and 0.2.3 dated 2025-08-19

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Package BayesianFitForecast updated to version 1.1.0 with previous version 1.0.0 dated 2024-12-05

Title: Bayesian Parameter Estimation and Forecasting for Epidemiological Models
Description: Methods for Bayesian parameter estimation and forecasting in epidemiological models. Functions enable model fitting using Bayesian methods and generate forecasts with uncertainty quantification. Implements approaches described in <doi:10.48550/arXiv.2411.05371> and <doi:10.1002/sim.9164>.
Author: Hamed Karami [aut], Amanda Bleichrodt [aut], Ruiyan Luo [aut], Gerardo Chowell [aut, cre]
Maintainer: Gerardo Chowell <gchowell@gsu.edu>

Diff between BayesianFitForecast versions 1.0.0 dated 2024-12-05 and 1.1.0 dated 2025-08-19

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New package apLCMS with initial version 6.8.3
Package: apLCMS
Title: Adaptive Processing of LC-MS Data
Version: 6.8.3
Date: 2025-07-30
Description: Provides methods for the processing of liquid chromatography-mass spectrometry (LC/MS) based metabolomics data, including adaptive tolerance level searching, non-parametric intensity grouping, the use of run filter to preserve weak signals, model-based estimation of peak intensities, and peak detection based on existing knowledge. Related references include Yu et al. (2009) <doi:10.1093/bioinformatics/btp291>, Liu et al. (2020) <doi:10.1038/s41598-020-70850-0>, Yu et al. (2014) <doi:10.1093/bioinformatics/btu430>, Yu et al. (2013) <doi:10.1021/pr301053d>.
Depends: R (>= 2.10), foreach, iterators, ROCR, Rcpp, doParallel
Imports: rgl, mzR, e1071, gbm, randomForest, MASS, splines, ROCS
Suggests: msdata
License: GPL (>= 2)
LazyLoad: yes
NeedsCompilation: yes
Packaged: 2025-07-31 00:56:58 UTC; 123
LinkingTo: Rcpp
Author: Tianwei Yu [aut, cre]
Maintainer: Tianwei Yu <yutianwei@cuhk.edu.cn>
Repository: CRAN
Date/Publication: 2025-08-19 14:30:08 UTC

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Package ycevo updated to version 0.3.0 with previous version 0.2.1 dated 2024-06-05

Title: Nonparametric Estimation of the Yield Curve Evolution
Description: Nonparametric estimation of discount functions and yield curves from transaction data of coupon paying bonds. Koo, B., La Vecchia, D., & Linton, O. B. (2021) <doi:10.1016/j.jeconom.2020.04.014> describe an application of this package using the Center for Research in Security Prices (CRSP) Bond Data and document its implementation.
Author: Bonsoo Koo [aut], Nathaniel Tomasetti [ctb], Kai-Yang Goh [ctb], Yangzhuoran Fin Yang [aut, cre]
Maintainer: Yangzhuoran Fin Yang <yangyangzhuoran@gmail.com>

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Package PopGenHelpR updated to version 1.4.1 with previous version 1.4.0 dated 2025-07-02

Title: Streamline Population Genomic and Genetic Analyses
Description: Estimate commonly used population genomic statistics and generate publication quality figures. 'PopGenHelpR' uses vcf, 'geno' (012), and csv files to generate output.
Author: Keaka Farleigh [aut, cph, cre] , Mason Murphy [aut, cph, ctb] , Christopher Blair [aut, cph, ctb] , Tereza Jezkova [aut, cph, ctb]
Maintainer: Keaka Farleigh <keakafarleigh@gmail.com>

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Package PAGE updated to version 0.4.0 with previous version 0.3.0 dated 2025-07-30

Title: Predictor-Assisted Graphical Models under Error-in-Variables
Description: We consider the network structure detection for variables Y with auxiliary variables X accommodated, which are possibly subject to measurement error. The following three functions are designed to address various structures by different methods : one is NP_Graph() that is used for handling the nonlinear relationship between the responses and the covariates, another is Joint_Gaussian() that is used for correction in linear regression models via the Gaussian maximum likelihood, and the other Cond_Gaussian() is for linear regression models via conditional likelihood function.
Author: Wan-Yi Chang [aut, cre], Li-Pang Chen [aut]
Maintainer: Wan-Yi Chang <jessica306a@gmail.com>

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Package MCSimMod updated to version 1.0 with previous version 0.9.1 dated 2025-04-17

Title: Working with 'MCSim' Models
Description: Tools that facilitate ordinary differential equation (ODE) modeling in 'R'. This package allows one to perform simulations for ODE models that are encoded in the GNU 'MCSim' model specification language (Bois, 2009) <doi:10.1093/bioinformatics/btp162> using ODE solvers from the 'R' package 'deSolve' (Soetaert et al., 2010) <doi:10.18637/jss.v033.i09>.
Author: Dustin F. Kapraun [aut, cre] , Todd J. Zurlinden [aut] , Andrew J. Shapiro [aut] , Ryan D. Friese [aut] , Frederic Y. Bois [ctb] , Free Software Foundation, Inc. [cph]
Maintainer: Dustin F. Kapraun <kapraun.dustin@epa.gov>

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Package ctsemOMX updated to version 1.0.7 with previous version 1.0.6 dated 2023-12-05

Title: Continuous Time SEM - 'OpenMx' Based Functions
Description: Original 'ctsem' (continuous time structural equation modelling) functionality, based on the 'OpenMx' software, as described in Driver, Oud, Voelkle (2017) <doi:10.18637/jss.v077.i05>, with updated details in vignette. Combines stochastic differential equations representing latent processes with structural equation measurement models. These functions were split off from the main package of 'ctsem', as the main package uses the 'rstan' package as a backend now -- offering estimation options from max likelihood to Bayesian. There are nevertheless use cases for the wide format SEM style approach as offered here, particularly when there are no individual differences in observation timing and the number of individuals is large. For the main 'ctsem' package, see <https://cran.r-project.org/package=ctsem>.
Author: Charles Driver [aut, cre, cph], Manuel Voelkle [aut, cph], Han Oud [aut, cph]
Maintainer: Charles Driver <charles.driver2@uzh.ch>

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Package alternativeROC updated to version 1.0.1 with previous version 1.0.0 dated 2025-06-29

Title: Alternative and Fast ROC Analysis
Description: Alternative and fast algorithms for the analysis of receiver operating characteristics curves (ROC curves) as described in Thomas et al. (2017) <doi:10.1186/s41512-017-0017-y> and Thomas et al. (2023) <doi:10.1016/j.ajogmf.2023.101110>.
Author: Gregoire Thomas [aut, cre] , Robin Tuytten [ctb] , Jef Moerman [ctb], Xavier Robin [cph] , Stefan Siegert [cph]
Maintainer: Gregoire Thomas <gregoire.thomas@SQU4RE.com>

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Package shrinkGPR updated to version 1.1 with previous version 1.0.0 dated 2025-01-30

Title: Scalable Gaussian Process Regression with Hierarchical Shrinkage Priors
Description: Efficient variational inference methods for fully Bayesian Gaussian Process Regression (GPR) models with hierarchical shrinkage priors, including the triple gamma prior for effective variable selection and covariance shrinkage in high-dimensional settings. The package leverages normalizing flows to approximate complex posterior distributions. For details on implementation, see Knaus (2025) <doi:10.48550/arXiv.2501.13173>.
Author: Peter Knaus [aut, cre]
Maintainer: Peter Knaus <peter.knaus@wu.ac.at>

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Package sequoia updated to version 3.0.3 with previous version 2.11.2 dated 2024-05-28

Title: Pedigree Inference from SNPs
Description: Multi-generational pedigree inference from incomplete data on hundreds of SNPs, including parentage assignment and sibship clustering. See Huisman (2017) (<DOI:10.1111/1755-0998.12665>) for more information.
Author: Jisca Huisman [aut, cre]
Maintainer: Jisca Huisman <jisca.huisman@gmail.com>

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Package SecretsProvider updated to version 1.0.1 with previous version 1.0.0 dated 2025-04-02

Title: Save and Retrieve Name-Value Pairs to and from a File
Description: Facilitates secret management by storing credentials in a dedicated file, keeping them out of your code base. The secrets are stored without encryption. This package is compatible with secrets stored by the 'SecretsProvider' 'Python' package <https://pypi.org/project/SecretsProvider/>.
Author: Koen Greuell [aut, cre]
Maintainer: Koen Greuell <vlic@lifewatch.eu>

Diff between SecretsProvider versions 1.0.0 dated 2025-04-02 and 1.0.1 dated 2025-08-19

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Package lavaangui updated to version 0.2.6 with previous version 0.2.5 dated 2025-07-15

Title: Graphical User Interface with Integrated 'Diagrammer' for 'Lavaan'
Description: Provides a graphical user interface with an integrated diagrammer for latent variables from the 'lavaan' package. It offers two core functions: first, lavaangui() launches a web application that allows users to specify models by drawing path diagrams, fitting them, assessing model fit, and more; second, plot_lavaan() creates interactive path diagrams from models specified in 'lavaan'. Karch (2024) <doi: 10.31234/osf.io/f4ary> contains a tutorial.
Author: Julian D. Karch [aut, cre, cph]
Maintainer: Julian D. Karch <j.d.karch@fsw.leidenuniv.nl>

Diff between lavaangui versions 0.2.5 dated 2025-07-15 and 0.2.6 dated 2025-08-19

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Package LatticeDesign updated to version 4.0-1 with previous version 3.0-1 dated 2025-02-07

Title: Lattice-Based Space-Filling Designs
Description: Lattice-based space-filling designs with fill or separation distance properties including interleaved lattice-based minimax distance designs proposed in Xu He (2017) <doi:10.1093/biomet/asx036>, interleaved lattice-based maximin distance designs proposed in Xu He (2018) <doi:10.1093/biomet/asy069>, interleaved lattice-based designs with low fill and high separation distance properties proposed in Xu He (2024) <doi:10.1137/23M156940X>, (sliced) rotated sphere packing designs proposed in Xu He (2017) <doi:10.1080/01621459.2016.1222289> and Xu He (2019) <doi:10.1080/00401706.2018.1458655>, densest packing-based maximum projections designs proposed in Xu He (2020) <doi:10.1093/biomet/asaa057> and Xu He (2018) <doi:10.48550/arXiv.1709.02062>, maximin distance designs for mixed continuous, ordinal, and binary variables proposed in Hui Lan and Xu He (2025) <doi:10.48550/arXiv.2507.23405>, and optimized and regularly repeated lattice-based Latin [...truncated...]
Author: Xu He [aut, cre], Hui Lan [aut], Junpeng Gong [aut], Zhaohui Li [aut]
Maintainer: Xu He <hexu@amss.ac.cn>

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Package gerda updated to version 0.2.0 with previous version 0.1.0 dated 2024-11-20

Title: German Election Database (GERDA)
Description: Provides tools to download comprehensive datasets of local, state, and federal election results in Germany from 1990 to 2025. The package facilitates access to data on turnout, vote shares for major parties, and demographic information across different levels of government (municipal, state, and federal). It offers access to geographically harmonized datasets that account for changes in municipal boundaries over time and incorporate mail-in voting districts. Users can easily retrieve, clean, and standardize German electoral data, making it ready for analysis. Data is sourced from <https://github.com/awiedem/german_election_data>.
Author: Hanno Hilbig [aut, cre]
Maintainer: Hanno Hilbig <hhilbig@ucdavis.edu>

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Package connector updated to version 1.0.0 with previous version 0.1.1 dated 2025-05-09

Title: Streamlining Data Access in Clinical Research
Description: Provides a consistent interface for connecting R to various data sources including file systems and databases. Designed for clinical research, 'connector' streamlines access to 'ADAM', 'SDTM' for example. It helps to deal with multiple data formats through a standardized API and centralized configuration.
Author: Cervan Girard [aut, cre], Aksel Thomsen [aut], Vladimir Obucina [aut], Novo Nordisk A/S [cph]
Maintainer: Cervan Girard <cgid@novonordisk.com>

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Package NonNorMvtDist readmission to version 1.1.0 with previous version 1.0.2 dated 2020-03-23

Title: Multivariate Lomax (Pareto Type II) and Its Related Distributions
Description: Implements calculation of probability density function, cumulative distribution function, equicoordinate quantile function and survival function, and random numbers generation for the following multivariate distributions: Lomax (Pareto Type II), generalized Lomax, Mardia’s Pareto of Type I, Logistic, Burr, Cook-Johnson’s uniform, F and Inverted Beta. See Tapan Nayak (1987) <doi:10.2307/3214068>.
Author: Zhixin Lun [aut, cre] , Ravindra Khattree [aut]
Maintainer: Zhixin Lun <zhixin.lun@cuanschutz.edu>

This is a re-admission after prior archival of version 1.0.2 dated 2020-03-23

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Package gamlss updated to version 5.5-0 with previous version 5.4-22 dated 2024-03-20

Title: Generalized Additive Models for Location Scale and Shape
Description: Functions for fitting the Generalized Additive Models for Location Scale and Shape introduced by Rigby and Stasinopoulos (2005), <doi:10.1111/j.1467-9876.2005.00510.x>. The models use a distributional regression approach where all the parameters of the conditional distribution of the response variable are modelled using explanatory variables.
Author: Mikis Stasinopoulos [aut, cre, cph] , Robert Rigby [aut] , Vlasios Voudouris [ctb], Calliope Akantziliotou [ctb], Marco Enea [ctb], Daniil Kiose [ctb] , Achim Zeileis [ctb]
Maintainer: Mikis Stasinopoulos <d.stasinopoulos@gre.ac.uk>

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Package ECOTOXr updated to version 1.2.2 with previous version 1.2.1 dated 2025-04-08

Title: Download and Extract Data from US EPA's ECOTOX Database
Description: The US EPA ECOTOX database is a freely available database with a treasure of aquatic and terrestrial ecotoxicological data. As the online search interface doesn't come with an API, this package provides the means to easily access and search the database in R. To this end, all raw tables are downloaded from the EPA website and stored in a local SQLite database <doi:10.1016/j.chemosphere.2024.143078>.
Author: Pepijn de Vries [aut, cre, dtc]
Maintainer: Pepijn de Vries <pepijn.devries@outlook.com>

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Package compareGroups updated to version 4.10.0 with previous version 4.9.1 dated 2024-10-30

Title: Descriptive Analysis by Groups
Description: Create data summaries for quality control, extensive reports for exploring data, as well as publication-ready univariate or bivariate tables in several formats (plain text, HTML,LaTeX, PDF, Word or Excel. Create figures to quickly visualise the distribution of your data (boxplots, barplots, normality-plots, etc.). Display statistics (mean, median, frequencies, incidences, etc.). Perform the appropriate tests (t-test, Analysis of variance, Kruskal-Wallis, Fisher, log-rank, ...) depending on the nature of the described variable (normal, non-normal or qualitative). Summarize genetic data (Single Nucleotide Polymorphisms) data displaying Allele Frequencies and performing Hardy-Weinberg Equilibrium tests among other typical statistics and tests for these kind of data.
Author: Isaac Subirana [aut, cre] , Joan Salvador [ctb]
Maintainer: Isaac Subirana <isubirana@imim.es>

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Package bregr updated to version 1.2.0 with previous version 1.0.0 dated 2025-06-28

Title: Easy and Efficient Batch Processing of Regression Models
Description: Easily processes batches of univariate or multivariate regression models. Returns results in a tidy format and generates visualization plots for straightforward interpretation (Wang, Shixiang, et al. (2021) <DOI:10.48550/arXiv.2110.14232>).
Author: Shixiang Wang [aut, cre] , Yun Peng [aut] , Chenyang Shu [aut]
Maintainer: Shixiang Wang <w_shixiang@163.com>

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Package bayesnec updated to version 2.1.3.1 with previous version 2.1.3.0 dated 2024-08-19

Title: A Bayesian No-Effect- Concentration (NEC) Algorithm
Description: Implementation of No-Effect-Concentration estimation that uses 'brms' (see Burkner (2017)<doi:10.18637/jss.v080.i01>; Burkner (2018)<doi:10.32614/RJ-2018-017>; Carpenter 'et al.' (2017)<doi:10.18637/jss.v076.i01> to fit concentration(dose)-response data using Bayesian methods for the purpose of estimating 'ECx' values, but more particularly 'NEC' (see Fox (2010)<doi:10.1016/j.ecoenv.2009.09.012>), 'NSEC' (see Fisher and Fox (2023)<doi:10.1002/etc.5610>), and 'N(S)EC (see Fisher et al. 2023<doi:10.1002/ieam.4809>). A full description of this package can be found in Fisher 'et al.' (2024)<doi:10.18637/jss.v110.i05>. This package expands and supersedes an original version implemented in 'R2jags' (see Su and Yajima (2020)<https://CRAN.R-project.org/package=R2jags>; Fisher et al. (2020)<doi:10.5281/ZENODO.3966864>).
Author: Rebecca Fisher [aut, cre] , Diego R. Barneche [aut] , Gerard F. Ricardo [aut] , David R. Fox [aut]
Maintainer: Rebecca Fisher <r.fisher@aims.gov.au>

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Package samadb updated to version 0.3.1 with previous version 0.3.0 dated 2024-05-24

Title: South Africa Macroeconomic Database API
Description: An R API providing access to a relational database with macroeconomic time series data for South Africa, obtained from the South African Reserve Bank (SARB) and Statistics South Africa (STATSSA), and updated on a weekly basis via the EconData <https://www.econdata.co.za/> platform and automated scraping of the SARB and STATSSA websites. The database is maintained at the Department of Economics at Stellenbosch University.
Author: Sebastian Krantz [aut, cre]
Maintainer: Sebastian Krantz <sebastian.krantz@graduateinstitute.ch>

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Package marquee updated to version 1.1.0 with previous version 1.0.0 dated 2025-01-20

Title: Markdown Parser and Renderer for R Graphics
Description: Provides the mean to parse and render markdown text with grid along with facilities to define the styling of the text.
Author: Thomas Lin Pedersen [aut, cre] , Martin Mitas [aut] , Posit Software, PBC [cph, fnd]
Maintainer: Thomas Lin Pedersen <thomas.pedersen@posit.co>

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Package gmwmx2 updated to version 0.0.3 with previous version 0.0.2 dated 2025-04-10

Title: Estimate Functional and Stochastic Parameters of Linear Models with Correlated Residuals and Missing Data
Description: Implements the Generalized Method of Wavelet Moments with Exogenous Inputs estimator (GMWMX) presented in Voirol, L., Xu, H., Zhang, Y., Insolia, L., Molinari, R. and Guerrier, S. (2024) <doi:10.48550/arXiv.2409.05160>. The GMWMX estimator allows to estimate functional and stochastic parameters of linear models with correlated residuals in presence of missing data. The 'gmwmx2' package provides functions to load and plot Global Navigation Satellite System (GNSS) data from the Nevada Geodetic Laboratory and functions to estimate linear model model with correlated residuals in presence of missing data.
Author: Lionel Voirol [aut, cre] , Haotian Xu [aut] , Yuming Zhang [aut] , Luca Insolia [aut] , Roberto Molinari [aut] , Stephane Guerrier [aut]
Maintainer: Lionel Voirol <lionelvoirol@hotmail.com>

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Package clinpubr updated to version 1.0.2 with previous version 1.0.1 dated 2025-06-23

Title: Clinical Publication
Description: Accelerate the process from clinical data to medical publication, including clinical data cleaning, significant result screening, and the generation of publish-ready tables and figures.
Author: Yue Niu [aut, cre, cph] , Keyun Wang [aut]
Maintainer: Yue Niu <niuyuesam@163.com>

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Package seewave updated to version 2.2.4 with previous version 2.2.3 dated 2023-10-19

Title: Sound Analysis and Synthesis
Description: Functions for analysing, manipulating, displaying, editing and synthesizing time waves (particularly sound). This package processes time analysis (oscillograms and envelopes), spectral content, resonance quality factor, entropy, cross correlation and autocorrelation, zero-crossing, dominant frequency, analytic signal, frequency coherence, 2D and 3D spectrograms and many other analyses. See Sueur et al. (2008) <doi:10.1080/09524622.2008.9753600> and Sueur (2018) <doi:10.1007/978-3-319-77647-7>.
Author: Jerome Sueur [aut, cre], Thierry Aubin [aut], Caroline Simonis [aut], Laurent Lellouch [ctr], Pierre Aumond [ctr], Adele de Baudouin [ctr], Ethan C. Brown [ctr], Guillaume Corbeau [ctr], Marion Depraetere [ctr], Camille Desjonqueres [ctr], Francois F [...truncated...]
Maintainer: Jerome Sueur <sueur@mnhn.fr>

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Package Gmisc updated to version 3.0.4 with previous version 3.0.3 dated 2023-08-25

Title: Descriptive Statistics, Transition Plots, and More
Description: Utilities for common medical-statistics graphics and tables, including automatic creation of publication-ready "Table 1" summaries; transition (Sankey) plots; flow-chart helpers that extend the grid package; Bézier lines and arrows; and a singular-value-decomposition- based variable-selection method.
Author: Max Gordon [aut, cre]
Maintainer: Max Gordon <max@gforge.se>

Diff between Gmisc versions 3.0.3 dated 2023-08-25 and 3.0.4 dated 2025-08-19

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More information about Gmisc at CRAN
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Package aifeducation updated to version 1.1.0 with previous version 1.0.2 dated 2025-02-05

Title: Artificial Intelligence for Education
Description: In social and educational settings, the use of Artificial Intelligence (AI) is a challenging task. Relevant data is often only available in handwritten forms, or the use of data is restricted by privacy policies. This often leads to small data sets. Furthermore, in the educational and social sciences, data is often unbalanced in terms of frequencies. To support educators as well as educational and social researchers in using the potentials of AI for their work, this package provides a unified interface for neural nets in 'PyTorch' to deal with natural language problems. In addition, the package ships with a shiny app, providing a graphical user interface. This allows the usage of AI for people without skills in writing python/R scripts. The tools integrate existing mathematical and statistical methods for dealing with small data sets via pseudo-labeling (e.g. Cascante-Bonilla et al. (2020) <doi:10.48550/arXiv.2001.06001>) and imbalanced data via the creation of synthetic cases [...truncated...]
Author: Berding Florian [aut, cre] , Tykhonova Yuliia [aut] , Pargmann Julia [ctb] , Leube Anna [ctb] , Riebenbauer Elisabeth [ctb] , Rebmann Karin [ctb], Slopinski Andreas [ctb]
Maintainer: Berding Florian <florian.berding@uni-hamburg.de>

Diff between aifeducation versions 1.0.2 dated 2025-02-05 and 1.1.0 dated 2025-08-19

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Package AdIsMF updated to version 0.1.1 with previous version 0.1.0 dated 2024-07-26

Title: Adsorption Isotherm Model Fitting
Description: The Langmuir and Freundlich adsorption isotherms are pivotal in characterizing adsorption processes, essential across various scientific disciplines. Proper interpretation of adsorption isotherms involves robust fitting of data to the models, accurate estimation of parameters, and efficiency evaluation of the models, both in linear and non-linear forms. For researchers and practitioners in the fields of chemistry, environmental science, soil science, and engineering, a comprehensive package that satisfies all these requirements would be ideal for accurate and efficient analysis of adsorption data, precise model selection and validation for rigorous scientific inquiry and real-world applications. Details can be found in Langmuir (1918) <doi:10.1021/ja02242a004> and Giles (1973) <doi:10.1111/j.1478-4408.1973.tb03158.x>.
Author: Debopam Rakshit [aut, cre], Arkaprava Roy [aut], K. M. Manjaiah [aut], Siba Prasad Datta [aut], Ritwika Das [aut]
Maintainer: Debopam Rakshit <rakshitdebopam@yahoo.com>

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Package yulab.utils updated to version 0.2.1 with previous version 0.2.0 dated 2025-01-29

Title: Supporting Functions for Packages Maintained by 'YuLab-SMU'
Description: Miscellaneous functions commonly used by 'YuLab-SMU'.
Author: Guangchuang Yu [aut, cre]
Maintainer: Guangchuang Yu <guangchuangyu@gmail.com>

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Package topolow updated to version 2.0.0 with previous version 1.0.0 dated 2025-07-11

Title: Force-Directed Euclidean Embedding of Dissimilarity Data
Description: A robust implementation of Topolow algorithm. It embeds objects into a low-dimensional Euclidean space from a matrix of pairwise dissimilarities, even when the data do not satisfy metric or Euclidean axioms. The package is particularly well-suited for sparse, incomplete, and censored (thresholded) datasets such as antigenic relationships. The core is a physics-inspired, gradient-free optimization framework that models objects as particles in a physical system, where observed dissimilarities define spring rest lengths and unobserved pairs exert repulsive forces. The package also provides functions specific to antigenic mapping to transform cross-reactivity and binding affinity measurements into accurate spatial representations in a phenotype space. Key features include: * Robust Embedding from Sparse Data: Effectively creates complete and consistent maps (in optimal dimensions) even with high proportions of missing data (e.g., >95%). * Physics-Inspired Optimization: Models objects (e [...truncated...]
Author: Omid Arhami [aut, cre, cph]
Maintainer: Omid Arhami <omid.arhami@uga.edu>

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Package SqlRender updated to version 1.19.3 with previous version 1.19.2 dated 2025-03-13

Title: Rendering Parameterized SQL and Translation to Dialects
Description: A rendering tool for parameterized SQL that also translates into different SQL dialects. These dialects include 'Microsoft SQL Server', 'Oracle', 'PostgreSql', 'Amazon RedShift', 'Apache Impala', 'IBM Netezza', 'Google BigQuery', 'Microsoft PDW', 'Snowflake', 'Azure Synapse Analytics Dedicated', 'Apache Spark', 'SQLite', and 'InterSystems IRIS'.
Author: Martijn Schuemie [aut, cre], Marc Suchard [aut]
Maintainer: Martijn Schuemie <schuemie@ohdsi.org>

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Package spareg updated to version 1.1.1 with previous version 1.1.0 dated 2025-07-18

Title: Sparse Projected Averaged Regression
Description: A flexible framework combining variable screening and random projection techniques for fitting ensembles of predictive generalized linear models to high-dimensional data. Designed for extensibility, the package implements key techniques as S3 classes with user-friendly constructors, enabling easy integration and development of new procedures for high-dimensional applications. For more details see Parzer et al (2024a) <doi:10.48550/arXiv.2312.00130> and Parzer et al (2024b) <doi:10.48550/arXiv.2410.00971>.
Author: Laura Vana-Guer [aut, cre] , Roman Parzer [aut] , Peter Filzmoser [aut]
Maintainer: Laura Vana-Guer <laura.vana.guer@tuwien.ac.at>

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Package sftime updated to version 0.3.1 with previous version 0.3.0 dated 2024-09-11

Title: Classes and Methods for Simple Feature Objects that Have a Time Column
Description: Classes and methods for spatial objects that have a registered time column, in particular for irregular spatiotemporal data. The time column can be of any type, but needs to be ordinal. Regularly laid out spatiotemporal data (vector or raster data cubes) are handled by package 'stars'.
Author: Henning Teickner [aut, cre, cph] , Edzer Pebesma [aut, cph] , Benedikt Graeler [aut, cph]
Maintainer: Henning Teickner <henning.teickner@uni-muenster.de>

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Package regport updated to version 0.3.1 with previous version 0.3.0 dated 2022-05-10

Title: Regression Model Processing Port
Description: Provides R6 classes, methods and utilities to construct, analyze, summarize, and visualize regression models.
Author: Shixiang Wang [aut, cre]
Maintainer: Shixiang Wang <w_shixiang@163.com>

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Package PKI updated to version 0.1-15 with previous version 0.1-14 dated 2024-06-15

Title: Public Key Infrastucture for R Based on the X.509 Standard
Description: Public Key Infrastucture functions such as verifying certificates, RSA encription and signing which can be used to build PKI infrastructure and perform cryptographic tasks.
Author: Simon Urbanek [aut, cre, cph]
Maintainer: Simon Urbanek <Simon.Urbanek@r-project.org>

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Package phoenics updated to version 0.6 with previous version 0.5 dated 2025-01-29

Title: Pathways Longitudinal and Differential Analysis in Metabolomics
Description: Perform a differential analysis at pathway level based on metabolite quantifications and information on pathway metabolite composition. The method, described in Guilmineau et al (2025) <doi:10.1186/s12859-025-06118-z> is based on a Principal Component Analysis step and on a linear mixed model. Automatic query of metabolic pathways is also implemented.
Author: Camille Guilmineau [aut], Remi Servien [aut, cre] , Nathalie Vialaneix [aut]
Maintainer: Remi Servien <remi.servien@inrae.fr>

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Package p3state.msm updated to version 1.3.3 with previous version 1.3.2 dated 2023-01-20

Title: Analyzing Survival Data from an Illness-Death Model
Description: Contains functions for data preparation, prediction of transition probabilities, estimating semi-parametric regression models and for implementing nonparametric estimators for other quantities. See Meira-Machado and Roca-Pardiñas (2011) <doi:10.18637/jss.v038.i03>.
Author: Luis Meira-Machado [aut] , Javier Roca-Pardinas [aut] , Artur Araujo [ctb] , Gustavo Soutinho [ctb, cre]
Maintainer: Gustavo Soutinho <gustavosoutinho@sapo.pt>

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Package mlr3mbo updated to version 0.3.1 with previous version 0.3.0 dated 2025-06-03

Title: Flexible Bayesian Optimization
Description: A modern and flexible approach to Bayesian Optimization / Model Based Optimization building on the 'bbotk' package. 'mlr3mbo' is a toolbox providing both ready-to-use optimization algorithms as well as their fundamental building blocks allowing for straightforward implementation of custom algorithms. Single- and multi-objective optimization is supported as well as mixed continuous, categorical and conditional search spaces. Moreover, using 'mlr3mbo' for hyperparameter optimization of machine learning models within the 'mlr3' ecosystem is straightforward via 'mlr3tuning'. Examples of ready-to-use optimization algorithms include Efficient Global Optimization by Jones et al. (1998) <doi:10.1023/A:1008306431147>, ParEGO by Knowles (2006) <doi:10.1109/TEVC.2005.851274> and SMS-EGO by Ponweiser et al. (2008) <doi:10.1007/978-3-540-87700-4_78>.
Author: Marc Becker [cre, aut] , Lennart Schneider [aut] , Jakob Richter [aut] , Michel Lang [aut] , Bernd Bischl [aut] , Florian Pfisterer [aut] , Martin Binder [aut], Sebastian Fischer [aut] , Michael H. Buselli [cph], Wessel Dankers [cph], Carlos Fonseca [...truncated...]
Maintainer: Marc Becker <marcbecker@posteo.de>

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Package mathml updated to version 1.6 with previous version 1.5 dated 2025-06-13

Title: Translate R Expressions to 'MathML' and 'LaTeX'/'MathJax'
Description: Translate R expressions to 'MathML' or 'MathJax'/'LaTeX' so that they can be rendered in R markdown documents and shiny apps. This package depends on R package 'rolog', which requires an installation of the 'SWI'-'Prolog' runtime either from 'swi-prolog.org' or from R package 'rswipl'.
Author: Matthias Gondan [aut, cre, cph] , Irene Alfarone [aut] , European Commission [fnd]
Maintainer: Matthias Gondan <Matthias.Gondan-Rochon@uibk.ac.at>

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Package kanova updated to version 0.3-20 with previous version 0.3-19 dated 2025-07-13

Title: Quasi Analysis of Variance for K-Functions
Description: One-way and two-way analysis of variance for replicated point patterns, grouped by one or two classification factors, on the basis of the corresponding K-functions.
Author: Rolf Turner [aut, cre]
Maintainer: Rolf Turner <rolfturner@posteo.net>

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Package genesysr updated to version 2.2.0 with previous version 2.1.1 dated 2024-02-23

Title: Genesys PGR Client
Description: Access data on plant genetic resources from genebanks around the world published on Genesys (<https://www.genesys-pgr.org>). Your use of data is subject to terms and conditions available at <https://www.genesys-pgr.org/content/legal/terms>.
Author: Global Crop Diversity Trust [cph], Matija Obreza [aut, cre], Nora Castaneda [ctb]
Maintainer: Matija Obreza <matija.obreza@croptrust.org>

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Package filibustr updated to version 0.4.1 with previous version 0.4.0 dated 2025-05-11

Title: Data Utilities for Congressional Research
Description: Provides easy-to-understand and consistent interfaces for accessing data on the U.S. Congress. The functions in 'filibustr' streamline the process for importing data on Congress into R, removing the need to download and work from CSV files and the like. Data sources include 'Voteview' (<https://voteview.com/>), the U.S. Senate website (<https://www.senate.gov/>), and more.
Author: Max Feinleib [aut, cre, cph]
Maintainer: Max Feinleib <mhfeinleib@gmail.com>

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Package BKP updated to version 0.1.1 with previous version 0.1.0 dated 2025-07-23

Title: Beta Kernel Process Modeling
Description: Implements the Beta Kernel Process (BKP) for nonparametric modeling of spatially varying binomial probabilities, together with its extension, the Dirichlet Kernel Process (DKP), for categorical or multinomial data. The package provides functions for model fitting, predictive inference with uncertainty quantification, posterior simulation, and visualization in one-and two-dimensional input spaces. Multiple kernel functions (Gaussian, Matern 5/2, and Matern 3/2) are supported, with hyperparameters optimized through multi-start gradient-based search. For more details, see Zhao, Qing, and Xu (2025) <doi:10.48550/arXiv.2508.10447>.
Author: Jiangyan Zhao [cre, aut], Kunhai Qing [aut], Jin Xu [aut]
Maintainer: Jiangyan Zhao <zhaojy2017@126.com>

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Package betareg updated to version 3.2-4 with previous version 3.2-3 dated 2025-05-10

Title: Beta Regression
Description: Beta regression for modeling beta-distributed dependent variables on the open unit interval (0, 1), e.g., rates and proportions, see Cribari-Neto and Zeileis (2010) <doi:10.18637/jss.v034.i02>. Moreover, extended-support beta regression models can accommodate dependent variables with boundary observations at 0 and/or 1, see Kosmidis and Zeileis (2025) <doi:10.1093/jrsssc/qlaf039>. For the classical beta regression model, alternative specifications are provided: Bias-corrected and bias-reduced estimation, finite mixture models, and recursive partitioning for beta regression, see Grün, Kosmidis, and Zeileis (2012) <doi:10.18637/jss.v048.i11>.
Author: Achim Zeileis [aut, cre] , Francisco Cribari-Neto [aut] , Bettina Gruen [aut] , Ioannis Kosmidis [aut] , Alexandre B. Simas [ctb] , Andrea V. Rocha [ctb]
Maintainer: Achim Zeileis <Achim.Zeileis@R-project.org>

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Package thisutils updated to version 0.1.2 with previous version 0.0.7 dated 2025-07-20

Title: Collection of Utility Functions for Data Analysis and Computing
Description: Provides utility functions for data analysis and scientific computing. Includes functions for parallel processing, and other computational tasks to streamline workflows.
Author: Meng Xu [aut, cre]
Maintainer: Meng Xu <mengxu98@qq.com>

Diff between thisutils versions 0.0.7 dated 2025-07-20 and 0.1.2 dated 2025-08-19

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Package mt updated to version 2.0-1.21 with previous version 2.0-1.20 dated 2024-02-12

Title: Metabolomics Data Analysis Toolbox
Description: Functions for metabolomics data analysis: data preprocessing, orthogonal signal correction, PCA analysis, PCA-DA analysis, PLS-DA analysis, classification, feature selection, correlation analysis, data visualisation and re-sampling strategies.
Author: Wanchang Lin [aut, cre]
Maintainer: Wanchang Lin <wanchanglin@hotmail.com>

Diff between mt versions 2.0-1.20 dated 2024-02-12 and 2.0-1.21 dated 2025-08-19

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Package jskm updated to version 0.5.16 with previous version 0.5.14 dated 2025-07-30

Title: Kaplan-Meier Plot with 'ggplot2'
Description: The function 'jskm()' creates publication quality Kaplan-Meier plot with at risk tables below. 'svyjskm()' provides plot for weighted Kaplan-Meier estimator.
Author: Jinseob Kim [aut, cre] , yoonkyoung Chun [aut], Zarathu [cph, fnd], sungho Choi [aut], Mingu Jee [aut]
Maintainer: Jinseob Kim <jinseob2kim@gmail.com>

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Package gtexr updated to version 0.2.1 with previous version 0.2.0 dated 2025-04-23

Title: Query the GTEx Portal API
Description: A convenient R interface to the Genotype-Tissue Expression (GTEx) Portal API. The GTEx project is a comprehensive public resource for studying tissue-specific gene expression and regulation in human tissues. Through systematic analysis of RNA sequencing data from 54 non-diseased tissue sites across nearly 1000 individuals, GTEx provides crucial insights into the relationship between genetic variation and gene expression. This data is accessible through the GTEx Portal API enabling programmatic access to human gene expression data. For more information on the API, see <https://gtexportal.org/api/v2/redoc>.
Author: Alasdair Warwick [aut, cre, cph] , Benjamin Zuckerman [aut] , Abraham Olvera-Barrios [aut] , Chuin Ying Ung [aut] , Robert Luben [aut] , Zhian N. Kamvar [rev]
Maintainer: Alasdair Warwick <alasdair.warwick.19@ucl.ac.uk>

Diff between gtexr versions 0.2.0 dated 2025-04-23 and 0.2.1 dated 2025-08-19

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Permanent link

Package Greg updated to version 2.0.3 with previous version 2.0.2 dated 2024-01-29

Title: Regression Helper Functions
Description: Methods for manipulating regression models and for describing these in a style adapted for medical journals. Contains functions for generating an HTML table with crude and adjusted estimates, plotting hazard ratio, plotting model estimates and confidence intervals using forest plots, extending this to comparing multiple models in a single forest plots. In addition to the descriptive methods, there are functions for the robust covariance matrix provided by the 'sandwich' package, a function for adding non-linearities to a model, and a wrapper around the 'Epi' package's Lexis() functions for time-splitting a dataset when modeling non-proportional hazards in Cox regressions.
Author: Max Gordon [aut, cre], Reinhard Seifert [aut]
Maintainer: Max Gordon <max@gforge.se>

Diff between Greg versions 2.0.2 dated 2024-01-29 and 2.0.3 dated 2025-08-19

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More information about Greg at CRAN
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Package cubar updated to version 1.2.0 with previous version 1.1.0 dated 2024-12-07

Title: Codon Usage Bias Analysis
Description: A suite of functions for rapid and flexible analysis of codon usage bias. It provides in-depth analysis at the codon level, including relative synonymous codon usage (RSCU), tRNA weight calculations, machine learning predictions for optimal or preferred codons, and visualization of codon-anticodon pairing. Additionally, it can calculate various gene- specific codon indices such as codon adaptation index (CAI), effective number of codons (ENC), fraction of optimal codons (Fop), tRNA adaptation index (tAI), mean codon stabilization coefficients (CSCg), and GC contents (GC/GC3s/GC4d). It also supports both standard and non-standard genetic code tables found in NCBI, as well as custom genetic code tables.
Author: Hong Zhang [aut, cre] , Mengyue Liu [aut], Bu Zi [aut]
Maintainer: Hong Zhang <mt1022.dev@gmail.com>

Diff between cubar versions 1.1.0 dated 2024-12-07 and 1.2.0 dated 2025-08-19

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Package VeccTMVN updated to version 1.3.1 with previous version 1.3.0 dated 2025-07-14

Title: Multivariate Normal Probabilities using Vecchia Approximation
Description: Under a different representation of the multivariate normal (MVN) probability, we can use the Vecchia approximation to sample the integrand at a linear complexity with respect to n. Additionally, both the SOV algorithm from Genz (92) and the exponential-tilting method from Botev (2017) can be adapted to linear complexity. The reference for the method implemented in this package is Jian Cao and Matthias Katzfuss (2024) "Linear-Cost Vecchia Approximation of Multivariate Normal Probabilities" <doi:10.48550/arXiv.2311.09426>. Two major references for the development of our method are Alan Genz (1992) "Numerical Computation of Multivariate Normal Probabilities" <doi:10.1080/10618600.1992.10477010> and Z. I. Botev (2017) "The Normal Law Under Linear Restrictions: Simulation and Estimation via Minimax Tilting" <doi:10.48550/arXiv.1603.04166>.
Author: Jian Cao [aut, cre], Matthias Katzfuss [aut]
Maintainer: Jian Cao <jcao2416@gmail.com>

Diff between VeccTMVN versions 1.3.0 dated 2025-07-14 and 1.3.1 dated 2025-08-19

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Package priorCON updated to version 0.1.6 with previous version 0.1.5 dated 2025-04-20

Title: Graph Community Detection Methods into Systematic Conservation Planning
Description: An innovative tool-set that incorporates graph community detection methods into systematic conservation planning. It is designed to enhance spatial prioritization by focusing on the protection of areas with high ecological connectivity. Unlike traditional approaches that prioritize individual planning units, 'priorCON' focuses on clusters of features that exhibit strong ecological linkages. The 'priorCON' package is built upon the 'prioritizr' package <doi:10.32614/CRAN.package.prioritizr>, using commercial and open-source exact algorithm solvers that ensure optimal solutions to prioritization problems.
Author: Christos Adam [aut, cre] , Aggeliki Doxa [aut] , Nikolaos Nagkoulis [aut] , Maria Papazekou [aut] , Antonios D. Mazaris [aut] , Stelios Katsanevakis [aut]
Maintainer: Christos Adam <econp266@econ.soc.uoc.gr>

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Permanent link

Package kitagawa updated to version 3.1.3 with previous version 3.1.2 dated 2024-01-29

Title: Spectral Response of Water Wells to Harmonic Strain and Pressure Signals
Description: Provides tools to calculate the theoretical hydrodynamic response of an aquifer undergoing harmonic straining or pressurization, or analyze measured responses. There are two classes of models here, designed for use with confined aquifers: (1) for sealed wells, based on the model of Kitagawa et al (2011, <doi:10.1029/2010JB007794>), and (2) for open wells, based on the models of Cooper et al (1965, <doi:10.1029/JZ070i016p03915>), Hsieh et al (1987, <doi:10.1029/WR023i010p01824>), Rojstaczer (1988, <doi:10.1029/JB093iB11p13619>), Liu et al (1989, <doi:10.1029/JB094iB07p09453>), and Wang et al (2018, <doi:10.1029/2018WR022793>). Wang's solution is a special exception which allows for leakage out of the aquifer (semi-confined); it is equivalent to Hsieh's model when there is no leakage (the confined case). These models treat strain (or aquifer head) as an input to the physical system, and fluid-pressure (or water height) as the output. The applicable fre [...truncated...]
Author: Andrew J. Barbour [aut, cre] , Jonathan Kennel [ctb]
Maintainer: Andrew J. Barbour <andy.barbour@gmail.com>

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Package HYPEtools updated to version 1.6.6 with previous version 1.6.5 dated 2025-05-05

Title: Tools for Processing and Analyzing Files from the Hydrological Catchment Model HYPE
Description: Work with model files (setup, input, output) from the hydrological catchment model HYPE: Streamlined file import and export, standard evaluation plot routines, diverse post-processing and aggregation routines for hydrological model analysis. The HYPEtools package is also archived at <doi:10.5281/zenodo.7627955> and can be cited in publications with Brendel et al. (2024) <doi:10.1016/j.envsoft.2024.106094>.
Author: Rene Capell [aut, cre] , Conrad Brendel [aut] , Jafet Andersson [ctb], David Gustafsson [ctb], Jude Musuuza [ctb], Jude Lubega [ctb]
Maintainer: Rene Capell <hypetools.rene@smhi.se>

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Package aroma.affymetrix updated to version 3.2.3 with previous version 3.2.2 dated 2024-02-18

Title: Analysis of Large Affymetrix Microarray Data Sets
Description: A cross-platform R framework that facilitates processing of any number of Affymetrix microarray samples regardless of computer system. The only parameter that limits the number of chips that can be processed is the amount of available disk space. The Aroma Framework has successfully been used in studies to process tens of thousands of arrays. This package has actively been used since 2006.
Author: Henrik Bengtsson [aut, cre, cph], James Bullard [ctb], Kasper Hansen [ctb], Pierre Neuvial [ctb], Elizabeth Purdom [ctb], Mark Robinson [ctb], Ken Simpson [ctb]
Maintainer: Henrik Bengtsson <henrikb@braju.com>

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 R/doCRMAv1.R                                                                |    2 
 R/doCRMAv2.R                                                                |    2 
 R/doFIRMA.R                                                                 |    2 
 R/doGCRMA.R                                                                 |    2 
 R/doRMA.R                                                                   |    2 
 R/justRMA.R                                                                 |    2 
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 man/ScaleNormalization3.Rd                                                  |    2 
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 man/SpatialReporter.Rd                                                      |    2 
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 man/doCRMAv1.Rd                                                             |    2 
 man/doCRMAv2.Rd                                                             |    2 
 man/doFIRMA.Rd                                                              |    2 
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Package pdR updated to version 1.9.4 with previous version 1.9.3 dated 2024-08-18

Title: Threshold Model and Unit Root Tests in Cross-Section and Time Series Data
Description: Threshold model, panel version of Hylleberg et al. (1990) <DOI:10.1016/0304-4076(90)90080-D> seasonal unit root tests, and panel unit root test of Chang (2002) <DOI:10.1016/S0304-4076(02)00095-7>.
Author: Ho Tsung-wu [aut, cre]
Maintainer: Ho Tsung-wu <tsungwu@ntnu.edu.tw>

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Package markets updated to version 1.1.6 with previous version 1.1.5 dated 2024-02-17

Title: Estimation Methods for Markets in Equilibrium and Disequilibrium
Description: Provides estimation methods for markets in equilibrium and disequilibrium. Supports the estimation of an equilibrium and four disequilibrium models with both correlated and independent shocks. Also provides post-estimation analysis tools, such as aggregation, marginal effect, and shortage calculations. See Karapanagiotis (2024) <doi:10.18637/jss.v108.i02> for an overview of the functionality and examples. The estimation methods are based on full information maximum likelihood techniques given in Maddala and Nelson (1974) <doi:10.2307/1914215>. They are implemented using the analytic derivative expressions calculated in Karapanagiotis (2020) <doi:10.2139/ssrn.3525622>. Standard errors can be estimated by adjusting for heteroscedasticity or clustering. The equilibrium estimation constitutes a case of a system of linear, simultaneous equations. Instead, the disequilibrium models replace the market-clearing condition with a non-linear, short-side rule and allow for differ [...truncated...]
Author: Pantelis Karapanagiotis [aut, cre]
Maintainer: Pantelis Karapanagiotis <pikappa.devel@gmail.com>

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Package FLASHMM updated to version 1.2.2 with previous version 1.2.1 dated 2025-04-09

Title: Fast and Scalable Single Cell Differential Expression Analysis using Mixed-Effects Models
Description: A fast and scalable linear mixed-effects model (LMM) estimation algorithm for analysis of single-cell differential expression. The algorithm uses summary-level statistics and requires less computer memory to fit the LMM.
Author: Changjiang Xu [aut, cre], Delaram Pouyabahar [ctb], Veronique Voisin [ctb], Gary Bader [ctb]
Maintainer: Changjiang Xu <changjiang.xu@utoronto.ca>

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Package VertexWiseR updated to version 1.4.1 with previous version 1.4.0 dated 2025-07-29

Title: Simplified Vertex-Wise Analyses of Whole-Brain and Hippocampal Surface
Description: Provides functions to run statistical analyses on surface-based neuroimaging data, computing measures including cortical thickness and surface area of the whole-brain and of the hippocampi. It can make use of 'FreeSurfer', 'fMRIprep', 'XCP-D', 'HCP' and 'CAT12' preprocessed datasets and 'HippUnfold' hippocampal segmentation outputs for a given sample by restructuring the data values into a single file. The single file can then be used by the package for analyses independently from its base dataset and without need for its access.
Author: Junhong Yu [aut] , Charly Billaud [aut, cre]
Maintainer: Charly Billaud <charly.billaud@ntu.edu.sg>

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Package testdat updated to version 0.4.3 with previous version 0.4.2 dated 2023-09-03

Title: Data Unit Testing for R
Description: Test your data! An extension of the 'testthat' unit testing framework with a family of functions and reporting tools for checking and validating data frames.
Author: Danny Smith [aut, cre], Kinto Behr [aut], The Social Research Centre [cph]
Maintainer: Danny Smith <danny@gorcha.org>

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Package PKNCA updated to version 0.12.1 with previous version 0.12.0 dated 2025-05-08

Title: Perform Pharmacokinetic Non-Compartmental Analysis
Description: Compute standard Non-Compartmental Analysis (NCA) parameters for typical pharmacokinetic analyses and summarize them.
Author: Bill Denney [aut, cre] , Clare Buckeridge [aut], Gerardo Jose Rodriguez [aut] , Sridhar Duvvuri [ctb]
Maintainer: Bill Denney <wdenney@humanpredictions.com>

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Package KDEmcmc updated to version 0.0.2 with previous version 0.0.1 dated 2025-04-24

Title: Kernel Density Estimation with a Markov Chain Monte Carlo Sample
Description: Provides methods for selecting the optimal bandwidth in kernel density estimation for dependent samples, such as those generated by Markov chain Monte Carlo (MCMC). Implements a modified biased cross-validation (mBCV) approach that accounts for sample dependence, improving the accuracy of estimated density functions.
Author: Juhee Lee [aut, cre], Hang J. Kim [aut], Young-Min Kim [aut]
Maintainer: Juhee Lee <ljh988488@gmail.com>

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Package hockeystick updated to version 0.8.6 with previous version 0.8.5 dated 2024-11-25

Title: Download and Visualize Essential Climate Change Data
Description: Provides easy access to essential climate change datasets to non-climate experts. Users can download the latest raw data from authoritative sources and view it via pre-defined 'ggplot2' charts. Datasets include atmospheric CO2, methane, emissions, instrumental and proxy temperature records, sea levels, Arctic/Antarctic sea-ice, Hurricanes, and Paleoclimate data. Sources include: NOAA Mauna Loa Laboratory <https://gml.noaa.gov/ccgg/trends/data.html>, Global Carbon Project <https://www.globalcarbonproject.org/carbonbudget/>, NASA GISTEMP <https://data.giss.nasa.gov/gistemp/>, National Snow and Sea Ice Data Center <https://nsidc.org/home>, CSIRO <https://research.csiro.au/slrwavescoast/sea-level/measurements-and-data/sea-level-data/>, NOAA Laboratory for Satellite Altimetry <https://www.star.nesdis.noaa.gov/socd/lsa/SeaLevelRise/> and HURDAT Atlantic Hurricane Database <https://www.aoml.noaa.gov/hrd/hurdat/Data_Storm.html>, Vostok Paleo carbon dio [...truncated...]
Author: Hernando Cortina [aut, cre]
Maintainer: Hernando Cortina <hch@alum.mit.edu>

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Package exametrika updated to version 1.6.0 with previous version 1.5.1 dated 2025-03-09

Title: Test Theory Analysis and Biclustering
Description: Implements comprehensive test data engineering methods as described in Shojima (2022, ISBN:978-9811699856). Provides statistical techniques for engineering and processing test data: Classical Test Theory (CTT) with reliability coefficients for continuous ability assessment; Item Response Theory (IRT) including Rasch, 2PL, and 3PL models with item/test information functions; Latent Class Analysis (LCA) for nominal clustering; Latent Rank Analysis (LRA) for ordinal clustering with automatic determination of cluster numbers; Biclustering methods including infinite relational models for simultaneous clustering of examinees and items without predefined cluster numbers; and Bayesian Network Models (BNM) for visualizing inter-item dependencies. Features local dependence analysis through LRA and biclustering, parameter estimation, dimensionality assessment, and network structure visualization for educational, psychological, and social science research.
Author: Koji Kosugi [aut, cre]
Maintainer: Koji Kosugi <kosugitti@gmail.com>

Diff between exametrika versions 1.5.1 dated 2025-03-09 and 1.6.0 dated 2025-08-19

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Package Durga updated to version 2.1.0 with previous version 2.0 dated 2023-12-17

Title: Effect Size Estimation and Visualisation
Description: An easy-to-use yet powerful system for plotting grouped data effect sizes. Various types of effect size can be estimated, then plotted together with a representation of the original data. Select from many possible data representations (box plots, violin plots, raw data points etc.), and combine as desired. 'Durga' plots are implemented in base R, so are compatible with base R methods for combining plots, such as 'layout()'. See Khan & McLean (2023) <doi:10.1101/2023.02.06.526960>.
Author: Kawsar Khan [aut] , Jim McLean [aut, cre]
Maintainer: Jim McLean <jim_mclean@optusnet.com.au>

Diff between Durga versions 2.0 dated 2023-12-17 and 2.1.0 dated 2025-08-19

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