Sat, 10 Jan 2026

Package inti updated to version 0.6.91 with previous version 0.6.9 dated 2025-10-17

Title: Tools and Statistical Procedures in Plant Science
Description: The 'inti' package is part of the 'inkaverse' project for developing different procedures and tools used in plant science and experimental designs. The mean aim of the package is to support researchers during the planning of experiments and data collection (tarpuy()), data analysis and graphics (yupana()) , and scientific writing. Learn more about the 'inkaverse' project at <https://inkaverse.com/>.
Author: Flavio Lozano-Isla [aut, cre] , Maria Belen Kistner [ctb] , QuipoLab [ctb], Inkaverse [cph]
Maintainer: Flavio Lozano-Isla <flozanoisla@gmail.com>

Diff between inti versions 0.6.9 dated 2025-10-17 and 0.6.91 dated 2026-01-10

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Package T4transport updated to version 0.1.8 with previous version 0.1.7 dated 2025-12-22

Title: Tools for Computational Optimal Transport
Description: Transport theory has seen much success in many fields of statistics and machine learning. We provide a variety of algorithms to compute Wasserstein distance, barycenter, and others. See Peyré and Cuturi (2019) <doi:10.1561/2200000073> for the general exposition to the study of computational optimal transport.
Author: Kisung You [aut, cre]
Maintainer: Kisung You <kisung.you@outlook.com>

Diff between T4transport versions 0.1.7 dated 2025-12-22 and 0.1.8 dated 2026-01-10

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Package BayesDecon updated to version 0.1.4 with previous version 0.1.3 dated 2026-01-09

Title: Density Deconvolution Using Bayesian Semiparametric Methods
Description: Estimates the density of a variable in a measurement error setup, potentially with an excess of zero values. For more details see Sarkar (2022) <doi:10.1080/01621459.2020.1782220>.
Author: Blake Moya [aut], Mainak Manna [cre, aut], Abhra Sarkar [aut], The University of Texas at Austin [cph, fnd]
Maintainer: Mainak Manna <mainakmanna29@utexas.edu>

Diff between BayesDecon versions 0.1.3 dated 2026-01-09 and 0.1.4 dated 2026-01-10

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Package aLBI updated to version 0.1.9 with previous version 0.1.8 dated 2025-07-14

Title: Estimating Length-Based Indicators for Fish Stock
Description: Provides tools for estimating length-based indicators from length frequency data to assess fish stock status and manage fisheries sustainably. Implements methods from Cope and Punt (2009) <doi:10.1577/C08-025.1> for data-limited stock assessment and Froese (2004) <doi:10.1111/j.1467-2979.2004.00144.x> for detecting overfishing using simple indicators. Key functions include: FrequencyTable(): Calculate the frequency table from the collected and also the extract the length frequency data from the frequency table with the upper length_range. A numeric value specifying the bin width for class intervals. If not provided, the bin width is automatically calculated using Wang (2020) <doi:10.1016/j.fishres.2019.105474> formula. FreqTM(): Creates a frequency distribution table for fish length data across multiple months using a consistent length class structure. The bin width is determined by either a custom value or Wang's formula, applied uniformly across all months. The func [...truncated...]
Author: Ataher Ali [aut, cre], Mohammed Shahidul Alam [aut]
Maintainer: Ataher Ali <ataher.cu.ms@gmail.com>

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Package agrobox updated to version 0.2.1 with previous version 0.2.0 dated 2026-01-07

Title: Data Visualization and Statistical Tools for Agroindustrial Experiments
Description: Set of tools for statistical analysis, visualization, and reporting of agroindustrial and agricultural experiments. The package provides functions to perform ANOVA with post-hoc tests (e.g. Tukey HSD and Duncan MRR), compute coefficients of variation, and generate publication-ready summaries. High-level wrappers allow automated multi-variable analysis with optional clustering by experimental factors, as well as direct export of results to Excel spreadsheets and high-resolution image tables for reporting. Functions build on 'ggplot2', 'stats', and related packages and follow methods widely used in agronomy (field trials and plant breeding). Key references include Tukey (1949) <doi:10.2307/3001913>, Duncan (1955) <doi:10.2307/3001478>, and Cohen (1988, ISBN:9781138892899); see also 'agricolae' <https://CRAN.R-project.org/package=agricolae> and Wickham (2016, ISBN:9783319242750> for 'ggplot2'. Versión en español: Conjunto de herramientas para el análisis estadístico, [...truncated...]
Author: Joaquin Alejandro Salinas Angeles [aut, cre]
Maintainer: Joaquin Alejandro Salinas Angeles <joaquinsa03@gmail.com>

Diff between agrobox versions 0.2.0 dated 2026-01-07 and 0.2.1 dated 2026-01-10

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Package fastml updated to version 0.7.6 with previous version 0.7.5 dated 2025-12-22

Title: Guarded Resampling Workflows for Safe and Automated Machine Learning in R
Description: Provides a guarded resampling workflow for training and evaluating machine‑learning models. When the guarded resampling path is used, preprocessing and model fitting are re‑estimated within each resampling split to reduce leakage risk. Supports multiple resampling schemes, integrates with established engines in the 'tidymodels' ecosystem, and aims to improve evaluation reliability by coordinating preprocessing, fitting, and evaluation within supported workflows. Offers a lightweight AutoML‑style workflow by automating model training, resampling, and tuning across multiple algorithms, while keeping evaluation design explicit and user‑controlled.
Author: Selcuk Korkmaz [aut, cre] , Dincer Goksuluk [aut] , Eda Karaismailoglu [aut]
Maintainer: Selcuk Korkmaz <selcukorkmaz@gmail.com>

Diff between fastml versions 0.7.5 dated 2025-12-22 and 0.7.6 dated 2026-01-10

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Package volker updated to version 3.3.0 with previous version 3.2.0 dated 2025-10-10

Title: High-Level Functions for Tabulating, Charting and Reporting Survey Data
Description: Craft polished tables and plots in Markdown reports. Simply choose whether to treat your data as counts or metrics, and the package will automatically generate well-designed default tables and plots for you. Boiled down to the basics, with labeling features and simple interactive reports. All functions are 'tidyverse' compatible.
Author: Jakob Juenger [aut, cre, cph] , Henrieke Kotthoff [aut, ctb] , Chantal Gaertner [ctb] , Sophia Rinne [ctb]
Maintainer: Jakob Juenger <jakob.juenger@uni-muenster.de>

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Package CVrisk updated to version 1.2.1 with previous version 1.1.1 dated 2023-08-19

Title: Compute Risk Scores for Cardiovascular Diseases
Description: Calculate various cardiovascular disease risk scores from the Framingham Heart Study (FHS), the American College of Cardiology (ACC), and the American Heart Association (AHA) as described in D’agostino, et al (2008) <doi:10.1161/circulationaha.107.699579>, Goff, et al (2013) <doi:10.1161/01.cir.0000437741.48606.98>, and Mclelland, et al (2015) <doi:10.1016/j.jacc.2015.08.035>, and Khan, et al (2024) <doi:10.1161/CIRCULATIONAHA.123.067626>.
Author: Victor Castro [aut, cre]
Maintainer: Victor Castro <vcastro@mgh.harvard.edu>

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Package ess updated to version 1.1.2.1 with previous version 1.1.2 dated 2021-05-31

Title: Efficient Stepwise Selection in Decomposable Models
Description: An implementation of the ESS algorithm following Amol Deshpande, Minos Garofalakis, Michael I Jordan (2013) <doi:10.48550/arXiv.1301.2267>. The ESS algorithm is used for model selection in decomposable graphical models.
Author: Mads Lindskou [aut, cre]
Maintainer: Mads Lindskou <mads@math.aau.dk>

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Package chatAI4R updated to version 1.3.1 with previous version 0.3.6 dated 2025-02-11

Title: Chat-Based Interactive Artificial Intelligence for R
Description: The Large Language Model (LLM) represents a groundbreaking advancement in data science and programming, and also allows us to extend the world of R. A seamless interface for integrating the 'OpenAI' Web APIs into R is provided in this package. This package leverages LLM-based AI techniques, enabling efficient knowledge discovery and data analysis. The previous functions such as seamless translation and image generation have been moved to other packages 'deepRstudio' and 'stableDiffusion4R'.
Author: Satoshi Kume [aut, cre]
Maintainer: Satoshi Kume <satoshi.kume.1984@gmail.com>

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Package scipub readmission to version 1.3.0 with previous version 1.2.3 dated 2024-03-08

Title: Summarize Data for Scientific Publication
Description: Create and format tables and APA statistics for scientific publication. This includes making a 'Table 1' to summarize demographics across groups, correlation tables with significance indicated by stars, and extracting formatted statistical summarizes from simple tests for in-text notation. The package also includes functions for Winsorizing data based on a Z-statistic cutoff.
Author: David Pagliaccio [aut, cre]
Maintainer: David Pagliaccio <david.pagliaccio@gmail.com>

This is a re-admission after prior archival of version 1.2.3 dated 2024-03-08

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Package radiant.multivariate readmission to version 1.6.8 with previous version 1.6.7 dated 2025-03-10

Title: Multivariate Menu for Radiant: Business Analytics using R and Shiny
Description: The Radiant Multivariate menu includes interfaces for perceptual mapping, factor analysis, cluster analysis, and conjoint analysis. The application extends the functionality in 'radiant.data'.
Author: Vincent Nijs [aut, cre]
Maintainer: Vincent Nijs <radiant@rady.ucsd.edu>

This is a re-admission after prior archival of version 1.6.7 dated 2025-03-10

Diff between radiant.multivariate versions 1.6.7 dated 2025-03-10 and 1.6.8 dated 2026-01-10

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Package PSsurvival updated to version 0.2.0 with previous version 0.1.0 dated 2025-12-09

Title: Propensity Score Methods for Survival Analysis
Description: Implements propensity score weighting methods for estimating counterfactual survival functions, marginal hazard ratios, and weighted Kaplan-Meier and cumulative risk curves in observational studies with time-to-event outcomes. Supports binary and multiple treatment groups with inverse probability of treatment weighting (IPW), overlap weighting (OW), and average treatment effect on the treated (ATT). Includes symmetric trimming (Crump extension) for extreme propensity scores. Variance estimation via analytical M-estimation or bootstrap. Methods based on Li et al. (2018) <doi:10.1080/01621459.2016.1260466>, Li & Li (2019) <doi:10.1214/19-AOAS1282>, and Cheng et al. (2022) <doi:10.1093/aje/kwac043>.
Author: Chengxin Yang [aut, cre], Chao Cheng [aut], Fan Li [aut], Fan Li [aut]
Maintainer: Chengxin Yang <chengxin.yang@duke.edu>

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Package bcfrailph readmission to version 0.1.2 with previous version 0.1.1 dated 2022-12-10

Title: Semiparametric Bivariate Correlated Frailty Models Fit
Description: Fit semiparametric bivariate correlated frailty models.
Author: Mesfin Haileyesus [aut, cre]
Maintainer: Mesfin Haileyesus <mesfinh1@umbc.edu>

This is a re-admission after prior archival of version 0.1.1 dated 2022-12-10

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Package trtswitch updated to version 0.2.3 with previous version 0.2.2 dated 2025-11-16

Title: Treatment Switching
Description: Implements rank preserving structural failure time model (RPSFTM), iterative parameter estimation (IPE), inverse probability of censoring weights (IPCW), marginal structural model (MSM), simple two-stage estimation (TSEsimp), and improved two-stage estimation with g-estimation (TSEgest) methods for treatment switching in randomized clinical trials.
Author: Kaifeng Lu [aut, cre]
Maintainer: Kaifeng Lu <kaifenglu@gmail.com>

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Package ripc updated to version 0.3.2 with previous version 0.3.1 dated 2024-06-25

Title: Download and Tidy IPC and CH Data
Description: Utilities to access Integrated Food Security Phase Classification (IPC) and Cadre Harmonisé (CH) food security data. Wrapper functions are available for all of the 'IPC-CH' Public API (<https://docs.api.ipcinfo.org>) simplified and advanced endpoints to easily download the data in a clean and tidy format.
Author: Giulia Martini [aut, cre, cph]
Maintainer: Giulia Martini <giulia.martini@un.org>

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Package ProfileLadder updated to version 0.2.2 with previous version 0.2.1 dated 2025-10-23

Title: Functional-Based Chain Ladder for Claims Reserving
Description: Functional claims reserving methods based on aggregated chain-ladder data, also known as a run-off triangle, implemented in three nonparametric algorithms (PARALLAX, REACT, and MACRAME) proposed in Maciak, Mizera, and Pešta (2022) <doi:10.1017/asb.2022.4>. Additional methods including permutation bootstrap for completed run-off triangles are also provided.
Author: Matus Maciak [aut, cre], Rastislav Matus [aut, ctb], Ivan Mizera [aut], Michal Pesta [aut]
Maintainer: Matus Maciak <maciak@karlin.mff.cuni.cz>

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Package pid updated to version 0.65 with previous version 0.50 dated 2018-11-23

Title: Process Improvement using Data
Description: A collection of scripts and data files for the statistics text: "Process Improvement using Data" <https://learnche.org/pid/> and the online course "Experimentation for Improvement" found on Coursera. The package contains code for designed experiments, data sets and other convenience functions used in the book.
Author: Kevin Dunn [aut, cre]
Maintainer: Kevin Dunn <kgdunn@gmail.com>

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Package msir updated to version 1.4 with previous version 1.3.3 dated 2020-12-16

Title: Model-Based Sliced Inverse Regression
Description: An R package for dimension reduction based on finite Gaussian mixture modeling of inverse regression.
Author: Luca Scrucca [aut, cre]
Maintainer: Luca Scrucca <luca.scrucca@unibo.it>

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Package FluxPoint updated to version 0.1.2 with previous version 0.1.1 dated 2026-01-06

Title: Change Point Detection for Non-Stationary and Cross-Correlated Time Series
Description: Implements methods for multiple change point detection in multivariate time series with non-stationary dynamics and cross-correlations. The methodology is based on a model in which each component has a fluctuating mean represented by a random walk with occasional abrupt shifts, combined with a stationary vector autoregressive structure to capture temporal and cross-sectional dependence. The framework is broadly applicable to correlated multivariate sequences in which large, sudden shifts occur in all or subsets of components and are the primary targets of interest, whereas small, smooth fluctuations are not. Although random walks are used as a modeling device, they provide a flexible approximation for a wide class of slowly varying or locally smooth dynamics, enabling robust performance beyond the strict random walk setting.
Author: Yuhan Tian [aut, cre], Abolfazl Safikhani [aut]
Maintainer: Yuhan Tian <yuhan.tian@fau.de>

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Package extremeStat updated to version 1.5.12 with previous version 1.5.11 dated 2025-07-28

Title: Extreme Value Statistics and Quantile Estimation
Description: Fit, plot and compare several (extreme value) distribution functions. Compute (truncated) distribution quantile estimates and plot return periods on a linear scale. On the fitting method, see Asquith (2011): Distributional Analysis with L-moment Statistics [...] ISBN 1463508417.
Author: Berry Boessenkool [aut, cre]
Maintainer: Berry Boessenkool <berry-b@gmx.de>

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Package enrichit updated to version 0.0.9 with previous version 0.0.8 dated 2025-12-22

Title: 'C++' Implementations of Functional Enrichment Analysis
Description: Fast implementations of functional enrichment analysis methods using 'C++' via 'Rcpp'. Currently provides Over-Representation Analysis (ORA) and Gene Set Enrichment Analysis (GSEA). The multilevel GSEA algorithm is derived from the 'fgsea' package. Methods are described in Subramanian et al. (2005) <doi:10.1073/pnas.0506580102> and Korotkevich et al. (2021) <doi:10.1101/060012>.
Author: Guangchuang Yu [aut, cre]
Maintainer: Guangchuang Yu <guangchuangyu@gmail.com>

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Package duckspatial updated to version 0.9.0 with previous version 0.2.0 dated 2025-04-29

Title: R Interface to 'DuckDB' Database with Spatial Extension
Description: Fast & memory-efficient functions to analyze and manipulate large spatial data data sets. It leverages the fast analytical capabilities of 'DuckDB' and its spatial extension (see <https://duckdb.org/docs/stable/core_extensions/spatial/overview>) while maintaining compatibility with R’s spatial data ecosystem to work with spatial vector data.
Author: Adrian Cidre Gonzalez [aut, cre] , Rafael H. M. Pereira [aut] , Egor Kotov [aut]
Maintainer: Adrian Cidre Gonzalez <adrian.cidre@gmail.com>

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Package dataviewR updated to version 1.0.0 with previous version 0.1.1 dated 2025-07-21

Title: An Interactive and Feature-Rich Data Viewer
Description: Provides an interactive viewer for 'data.frame' and 'tibble' objects using 'shiny' <https://shiny.posit.co/> and 'DT' <https://rstudio.github.io/DT/>. It supports complex filtering, column selection, and automatic generation of reproducible 'dplyr' <https://dplyr.tidyverse.org/> code for data manipulation. The package is designed for ease of use in data exploration and reporting workflows.
Author: Madhan Kumar N [aut, cre], Siddhesh Pujari [aut], Gomathi S [aut], Mackenzie Haight [aut]
Maintainer: Madhan Kumar N <madhanmanoj1999@gmail.com>

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Package EDCimport updated to version 0.7.0 with previous version 0.6.0 dated 2025-06-24

Title: Import Data from EDC Software
Description: A convenient toolbox to import data exported from Electronic Data Capture (EDC) software 'TrialMaster'.
Author: Dan Chaltiel [aut, cre]
Maintainer: Dan Chaltiel <dan.chaltiel@gmail.com>

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Package quarks updated to version 1.1.6 with previous version 1.1.5 dated 2025-10-13

Title: Simple Methods for Calculating and Backtesting Value at Risk and Expected Shortfall
Description: Enables the user to calculate Value at Risk (VaR) and Expected Shortfall (ES) by means of various types of historical simulation. Currently plain-, age-, volatility-weighted- and filtered historical simulation are implemented in this package. Volatility weighting can be carried out via an exponentially weighted moving average model (EWMA) or other GARCH-type models. The performance can be assessed via Traffic Light Test, Coverage Tests and Loss Functions. The methods of the package are described in Gurrola-Perez, P. and Murphy, D. (2015) <https://EconPapers.repec.org/RePEc:boe:boeewp:0525> as well as McNeil, J., Frey, R., and Embrechts, P. (2015) <https://ideas.repec.org/b/pup/pbooks/10496.html>.
Author: Sebastian Letmathe [aut, cre]
Maintainer: Sebastian Letmathe <sebastian.let@yahoo.com>

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Package groundhog updated to version 3.4.0 with previous version 3.3.0 dated 2025-12-09

Title: Version-Control for CRAN, GitHub, and GitLab Packages
Description: Make R scripts reproducible, by ensuring that every time a given script is run, the same version of the used packages are loaded (instead of whichever version the user running the script happens to have installed). This is achieved by using the command groundhog.library() instead of the base command library(), and including a date in the call. The date is used to call on the same version of the package every time (the most recent version available at that date). Load packages from CRAN, GitHub, or Gitlab.
Author: Uri Simonsohn [aut, cre] , Hugo Gruson [ctb, aut]
Maintainer: Uri Simonsohn <urisohn@gmail.com>

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Package unifiedml updated to version 0.2.0 with previous version 0.1.0 dated 2025-11-13

Title: Unified Interface for Machine Learning Models
Description: Provides a unified R6-based interface for various machine learning models with automatic interface detection, consistent cross-validation, model interpretations via numerical derivatives, and visualization. Supports both regression and classification tasks with any model function that follows R's standard modeling conventions (formula or matrix interface).
Author: T. Moudiki [aut, cre]
Maintainer: T. Moudiki <thierry.moudiki@gmail.com>

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Package rstantools updated to version 2.6.0 with previous version 2.5.0 dated 2025-09-01

Title: Tools for Developing R Packages Interfacing with 'Stan'
Description: Provides various tools for developers of R packages interfacing with 'Stan' <https://mc-stan.org>, including functions to set up the required package structure, S3 generics and default methods to unify function naming across 'Stan'-based R packages, and vignettes with recommendations for developers.
Author: Jonah Gabry [aut, cre], Ben Goodrich [aut], Martin Lysy [aut], Andrew Johnson [aut], Hamada S. Badr [ctb], Marco Colombo [ctb], Stefan Siegert [ctb], Visruth Srimath Kandali [ctb], Trustees of Columbia University [cph]
Maintainer: Jonah Gabry <jgabry@gmail.com>

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Package ordinal updated to version 2025.12-29 with previous version 2023.12-4.1 dated 2024-08-19

Title: Regression Models for Ordinal Data
Description: Implementation of cumulative link (mixed) models also known as ordered regression models, proportional odds models, proportional hazards models for grouped survival times and ordered logit/probit/... models. Estimation is via maximum likelihood and mixed models are fitted with the Laplace approximation and adaptive Gauss-Hermite quadrature. Multiple random effect terms are allowed and they may be nested, crossed or partially nested/crossed. Restrictions of symmetry and equidistance can be imposed on the thresholds (cut-points/intercepts). Standard model methods are available (summary, anova, drop-methods, step, confint, predict etc.) in addition to profile methods and slice methods for visualizing the likelihood function and checking convergence.
Author: Rune Haubo Bojesen Christensen [aut, cre]
Maintainer: Rune Haubo Bojesen Christensen <rune.haubo@gmail.com>

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Package BioVizSeq updated to version 1.0.5 with previous version 1.0.4 dated 2025-08-22

Title: Visualizing the Elements Within Bio-Sequences
Description: Visualizing the types and distribution of elements within bio-sequences. At the same time, We have developed a geom layer, geom_rrect(), that can generate rounded rectangles. No external references are used in the development of this package.
Author: Shiqi Zhao [aut, cre, cph]
Maintainer: Shiqi Zhao <zhaosq89@163.com>

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Package nser readmission to version 1.5.8 with previous version 1.5.7 dated 2025-12-12

Title: Bhavcopy and Live Market Data from National Stock Exchange (NSE) & Bombay Stock Exchange (BSE) India
Description: Download Current & Historical Bhavcopy. Get Live Market data from NSE India of Equities and Derivatives (F&O) segment. Data source <https://www.nseindia.com/>.
Author: Nandan Patil [cre, aut]
Maintainer: Nandan Patil <tryanother609@gmail.com>

This is a re-admission after prior archival of version 1.5.7 dated 2025-12-12

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Package rD3plot updated to version 1.1.45 with previous version 1.1.37 dated 2025-07-03

Title: Interactive Networks, Timelines, Barplots, Galleries with 'D3.js'
Description: Creates interactive analytic graphs with 'R'. It joins the data analysis power of R and the visualization libraries of JavaScript in one package. The package provides interactive networks, timelines, barplots, image galleries and evolving networks. Graphs are represented as 'D3.js' graphs embedded in a web page ready for its interactive analysis and exploration.
Author: Modesto Escobar [aut, cph, cre] , Carlos Prieto [aut] , David Barrios [aut]
Maintainer: Modesto Escobar <modesto@usal.es>

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Package Rcpp updated to version 1.1.1 with previous version 1.1.0.8.2 dated 2026-01-07

Title: Seamless R and C++ Integration
Description: The 'Rcpp' package provides R functions as well as C++ classes which offer a seamless integration of R and C++. Many R data types and objects can be mapped back and forth to C++ equivalents which facilitates both writing of new code as well as easier integration of third-party libraries. Documentation about 'Rcpp' is provided by several vignettes included in this package, via the 'Rcpp Gallery' site at <https://gallery.rcpp.org>, the paper by Eddelbuettel and Francois (2011, <doi:10.18637/jss.v040.i08>), the book by Eddelbuettel (2013, <doi:10.1007/978-1-4614-6868-4>) and the paper by Eddelbuettel and Balamuta (2018, <doi:10.1080/00031305.2017.1375990>); see 'citation("Rcpp")' for details.
Author: Dirk Eddelbuettel [aut, cre] , Romain Francois [aut] , JJ Allaire [aut] , Kevin Ushey [aut] , Qiang Kou [aut] , Nathan Russell [aut], Inaki Ucar [aut] , Doug Bates [aut] , John Chambers [aut]
Maintainer: Dirk Eddelbuettel <edd@debian.org>

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More information about Rcpp at CRAN
Permanent link

Package netCoin updated to version 2.1.19 with previous version 2.1.9 dated 2025-07-03

Title: Interactive Analytic Networks
Description: Create interactive analytic networks. It joins the data analysis power of R to obtain coincidences, co-occurrences and correlations, and the visualization libraries of 'JavaScript' in one package.
Author: Modesto Escobar [cre, aut, cph] , David Barrios [aut], Carlos Prieto [aut] , Luis Martinez-Uribe [aut] , Pablo Cabrera-Alvarez [aut] , Cristina Calvo-Lopez [aut]
Maintainer: Modesto Escobar <modesto@usal.es>

Diff between netCoin versions 2.1.9 dated 2025-07-03 and 2.1.19 dated 2026-01-10

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More information about netCoin at CRAN
Permanent link

Package cifmodeling updated to version 0.9.8 with previous version 0.9.6 dated 2025-12-13

Title: Visualization and Polytomous Modeling of Survival and Competing Risks
Description: A publication-ready toolkit for modern survival and competing risks analysis with a minimal, formula-based interface. Both nonparametric estimation and direct polytomous regression of cumulative incidence functions (CIFs) are supported. The main functions 'cifcurve()', 'cifplot()', and 'cifpanel()' estimate survival and CIF curves and produce high-quality graphics with risk tables, censoring and competing-risk marks, and multi-panel or inset layouts built on 'ggplot2' and 'ggsurvfit'. The modeling function 'polyreg()' performs direct polytomous regression for coherent joint modeling of all cause-specific CIFs to estimate risk ratios, odds ratios, or subdistribution hazard ratios at user-specified time points. All core functions adopt a formula-and-data syntax and return tidy and extensible outputs that integrate smoothly with 'modelsummary', 'broom', and the broader 'tidyverse' ecosystem. Key numerical routines are implemented in C++ via 'Rcpp'.
Author: Shiro Tanaka [aut, cre, cph] , Shigetaka Kobari [ctb], Chisato Honda [ctb]
Maintainer: Shiro Tanaka <gestimation@gmail.com>

Diff between cifmodeling versions 0.9.6 dated 2025-12-13 and 0.9.8 dated 2026-01-10

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More information about cifmodeling at CRAN
Permanent link

Package ncdump (with last version 0.0.5) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2025-02-10 0.0.5
2017-05-02 0.0.3

Permanent link
Package yamlet updated to version 1.3.1 with previous version 1.2.5 dated 2025-06-20

Title: Versatile Curation of Table Metadata
Description: A YAML-based mechanism for working with table metadata. Supports compact syntax for creating, modifying, viewing, exporting, importing, displaying, and plotting metadata coded as column attributes. The 'yamlet' dialect is valid 'YAML' with defaults and conventions chosen to improve readability. See ?yamlet, ?decorate, ?modify, ?io_csv, and ?ggplot.decorated.
Author: Tim Bergsma [aut, cre]
Maintainer: Tim Bergsma <bergsmat@gmail.com>

Diff between yamlet versions 1.2.5 dated 2025-06-20 and 1.3.1 dated 2026-01-10

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Package VIM updated to version 7.0.0 with previous version 6.2.6 dated 2025-09-18

Title: Visualization and Imputation of Missing Values
Description: Provides methods for imputation and visualization of missing values. It includes graphical tools to explore the amount, structure and patterns of missing and/or imputed values, supporting exploratory data analysis and helping to investigate potential missingness mechanisms (details in Alfons, Templ and Filzmoser, <doi:10.1007/s11634-011-0102-y>. The quality of imputations can be assessed visually using a wide range of univariate, bivariate and multivariate plots. The package further provides several imputation methods, including efficient implementations of k-nearest neighbour and hot-deck imputation (Kowarik and Templ 2013, <doi:10.18637/jss.v074.i07>, iterative robust model-based multiple imputation (Templ 2011, <doi:10.1016/j.csda.2011.04.012>; Templ 2023, <doi:10.3390/math11122729>), and machine learning–based approaches such as robust GAM-based multiple imputation (Templ 2024, <doi:10.1007/s11222-024-10429-1>) as well as gradient boosting (XGBoost) an [...truncated...]
Author: Matthias Templ [aut, cre], Alexander Kowarik [aut] , Andreas Alfons [aut], Johannes Gussenbauer [aut], Nina Niederhametner [aut], Eileen Vattheuer [aut], Gregor de Cillia [aut], Bernd Prantner [ctb], Wolfgang Rannetbauer [aut]
Maintainer: Matthias Templ <matthias.templ@gmail.com>

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Package tigger updated to version 1.1.2 with previous version 1.1.0 dated 2023-10-10

Title: Infers Novel Immunoglobulin Alleles from Sequencing Data
Description: Infers the V genotype of an individual from immunoglobulin (Ig) repertoire sequencing data (AIRR-Seq, Rep-Seq). Includes detection of any novel alleles. This information is then used to correct existing V allele calls from among the sample sequences. Citations: Gadala-Maria, et al (2015) <doi:10.1073/pnas.1417683112>, Gadala-Maria, et al (2019) <doi:10.3389/fimmu.2019.00129>.
Author: Daniel Gadala-Maria [aut], Susanna Marquez [aut, cre], Moriah Cohen [aut], Jason Vander Heiden [aut], Gur Yaari [aut], Steven Kleinstein [aut, cph]
Maintainer: Susanna Marquez <susanna.marquez@yale.edu>

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Package skimr updated to version 2.2.2 with previous version 2.2.1 dated 2025-07-26

Title: Compact and Flexible Summaries of Data
Description: A simple to use summary function that can be used with pipes and displays nicely in the console. The default summary statistics may be modified by the user as can the default formatting. Support for data frames and vectors is included, and users can implement their own skim methods for specific object types as described in a vignette. Default summaries include support for inline spark graphs. Instructions for managing these on specific operating systems are given in the "Using skimr" vignette and the README.
Author: Elin Waring [cre, aut], Michael Quinn [aut], Amelia McNamara [aut], Eduardo Arino de la Rubia [aut], Hao Zhu [aut], Julia Lowndes [ctb], Shannon Ellis [aut], Hope McLeod [ctb], Hadley Wickham [ctb], Kirill Mueller [ctb], RStudio, Inc. [cph] , Connor K [...truncated...]
Maintainer: Elin Waring <elin.waring@gmail.com>

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Package meboot updated to version 1.4-9.5 with previous version 1.4-9.4 dated 2023-08-22

Title: Maximum Entropy Bootstrap for Time Series
Description: Maximum entropy density based dependent data bootstrap. An algorithm is provided to create a population of time series (ensemble) without assuming stationarity. The reference paper (Vinod, H.D., 2004 <DOI:10.1016/j.jempfin.2003.06.002>) explains how the algorithm satisfies the ergodic theorem and the central limit theorem.
Author: Hrishikesh D. Vinod [aut], Javier Lopez-de-Lacalle [aut], Fred Viole [aut, cre]
Maintainer: Fred Viole <ovvo.open.source@gmail.com>

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Package jagsUI updated to version 1.6.3 with previous version 1.6.2 dated 2024-01-30

Title: A Wrapper Around 'rjags' to Streamline 'JAGS' Analyses
Description: A set of wrappers around 'rjags' functions to run Bayesian analyses in 'JAGS' (specifically, via 'libjags'). A single function call can control adaptive, burn-in, and sampling MCMC phases, with MCMC chains run in sequence or in parallel. Posterior distributions are automatically summarized (with the ability to exclude some monitored nodes if desired) and functions are available to generate figures based on the posteriors (e.g., predictive check plots, traceplots). Function inputs, argument syntax, and output format are nearly identical to the 'R2WinBUGS'/'R2OpenBUGS' packages to allow easy switching between MCMC samplers.
Author: Ken Kellner [cre, aut], Mike Meredith [ctb]
Maintainer: Ken Kellner <contact@kenkellner.com>

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Package geonapi updated to version 0.8-1 with previous version 0.8 dated 2025-01-31

Title: 'GeoNetwork' API R Interface
Description: Provides an R interface to the 'GeoNetwork' API (<https://geonetwork-opensource.org/#api>) allowing to upload and publish metadata in a 'GeoNetwork' web-application and expose it to OGC CSW.
Author: Emmanuel Blondel [aut, cre]
Maintainer: Emmanuel Blondel <emmanuel.blondel1@gmail.com>

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Package CrossClustering updated to version 4.1.3 with previous version 4.1.2 dated 2024-05-14

Title: A Partial Clustering Algorithm
Description: Provide the 'CrossClustering' algorithm (Tellaroli et al. (2016) <doi:10.1371/journal.pone.0152333>), which is a partial clustering algorithm that combines the Ward's minimum variance and Complete Linkage algorithms, providing automatic estimation of a suitable number of clusters and identification of outlier elements.
Author: Paola Tellaroli [cre, aut], Marco Bazzi [aut], Michele Donato [aut], Livio Finos [aut], Philippe Courcoux [aut], Corrado Lanera [aut]
Maintainer: Paola Tellaroli <paola.tellaroli@gmail.com>

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Package spatstat.utils updated to version 3.2-1 with previous version 3.2-0 dated 2025-09-20

Title: Utility Functions for 'spatstat'
Description: Contains utility functions for the 'spatstat' family of packages which may also be useful for other purposes.
Author: Adrian Baddeley [aut, cre] , Rolf Turner [aut] , Ege Rubak [aut]
Maintainer: Adrian Baddeley <Adrian.Baddeley@curtin.edu.au>

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Package sociome updated to version 3.0.0 with previous version 2.2.5 dated 2023-12-06

Title: Operationalizing Social Determinants of Health Data for Researchers
Description: Accesses raw data via API and calculates social determinants of health measures for user-specified locations in the US, returning them in tidyverse- and sf-compatible data frames.
Author: Nik Krieger [aut, cre], Jarrod Dalton [aut], Cindy Wang [aut], Adam Perzynski [aut], National Institutes of Health/National Institute on Aging [fnd] . All of its contents are solely the responsibility of the authors and do not necessarily represent t [...truncated...]
Maintainer: Nik Krieger <nikkrieger@gmail.com>

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Package simStateSpace updated to version 1.2.14 with previous version 1.2.12 dated 2025-10-10

Title: Simulate Data from State Space Models
Description: Provides a streamlined and user-friendly framework for simulating data in state space models, particularly when the number of subjects/units (n) exceeds one, a scenario commonly encountered in social and behavioral sciences. This package was designed to generate data for the simulations performed in Pesigan, Russell, and Chow (2025) <doi:10.1037/met0000779>.
Author: Ivan Jacob Agaloos Pesigan [aut, cre, cph] , Michael A. Russell [ctb] , Sy-Miin Chow [ctb]
Maintainer: Ivan Jacob Agaloos Pesigan <r.jeksterslab@gmail.com>

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Package sctransform updated to version 0.4.3 with previous version 0.4.2 dated 2025-04-30

Title: Variance Stabilizing Transformations for Single Cell UMI Data
Description: A normalization method for single-cell UMI count data using a variance stabilizing transformation. The transformation is based on a negative binomial regression model with regularized parameters. As part of the same regression framework, this package also provides functions for batch correction, and data correction. See Hafemeister and Satija (2019) <doi:10.1186/s13059-019-1874-1>, and Choudhary and Satija (2022) <doi:10.1186/s13059-021-02584-9> for more details.
Author: Christoph Hafemeister [aut] , Saket Choudhary [aut, cre] , Rahul Satija [ctb]
Maintainer: Saket Choudhary <saketc@iitb.ac.in>

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Package RRphylo updated to version 3.0.2 with previous version 3.0.1 dated 2025-07-12

Title: Phylogenetic Ridge Regression Methods for Comparative Studies
Description: Functions for phylogenetic analysis (Castiglione et al., 2018 <doi:10.1111/2041-210X.12954>). The functions perform the estimation of phenotypic evolutionary rates, identification of phenotypic evolutionary rate shifts, quantification of direction and size of evolutionary change in multivariate traits, the computation of ontogenetic shape vectors and test for morphological convergence.
Author: Pasquale Raia [aut], Silvia Castiglione [aut, cre], Carmela Serio [aut], Giorgia Girardi [aut], Alessandro Mondanaro [aut], Marina Melchionna [aut], Mirko Di Febbraro [aut], Antonio Profico [aut], Francesco Carotenuto [aut]
Maintainer: Silvia Castiglione <silvia.castiglione@unina.it>

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Package robcp updated to version 0.3.10 with previous version 0.3.9 dated 2025-06-25

Title: Robust Change-Point Tests
Description: Provides robust methods to detect change-points in uni- or multivariate time series. They can cope with corrupted data and heavy tails. Focus is on the detection of abrupt changes in location, but changes in the scale or dependence structure can be detected as well. This package provides tests for change detection in uni- and multivariate time series based on Huberized versions of CUSUM tests proposed in Duerre and Fried (2019) <DOI:10.48550/arXiv.1905.06201>, and tests for change detection in univariate time series based on 2-sample U-statistics or 2-sample U-quantiles as proposed by Dehling et al. (2015) <DOI:10.1007/978-1-4939-3076-0_12> and Dehling, Fried and Wendler (2020) <DOI:10.1093/biomet/asaa004>. Furthermore, the packages provides tests on changes in the scale or the correlation as proposed in Gerstenberger, Vogel and Wendler (2020) <DOI:10.1080/01621459.2019.1629938>, Dehling et al. (2017) <DOI:10.1017/S026646661600044X>, and Wied et al. (2014) [...truncated...]
Author: Sheila Goerz [aut, cre], Alexander Duerre [aut], Roland Fried [ctb, ths]
Maintainer: Sheila Goerz <sheila.goerz@tu-dortmund.de>

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Package plotdap updated to version 1.1.1 with previous version 1.1.0 dated 2025-06-29

Title: Easily Visualize Data from 'ERDDAP™' Servers via the 'rerddap' Package
Description: Easily visualize and animate 'tabledap' and 'griddap' objects obtained via the 'rerddap' package in a simple one-line command, using either base graphics or 'ggplot2' graphics. 'plotdap' handles extracting and reshaping the data, map projections and continental outlines. Optionally the data can be animated through time using the 'gganmiate' package.
Author: Carson Sievert [aut], Roy Mendelssohn [aut, ctb, cre]
Maintainer: Roy Mendelssohn <roy.mendelssohn@noaa.gov>

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Package PL94171 updated to version 1.2.1 with previous version 1.1.3 dated 2025-02-19

Title: Tabulate P.L. 94-171 Redistricting Data Summary Files
Description: Tools to process legacy format summary redistricting data files produced by the United States Census Bureau pursuant to P.L. 94-171. These files are generally available earlier but are difficult to work with as-is.
Author: Cory McCartan [aut, cre], Christopher T. Kenny [aut]
Maintainer: Cory McCartan <mccartan@psu.edu>

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Package photobiology updated to version 0.14.1 with previous version 0.14.0 dated 2025-09-26

Title: Photobiological Calculations
Description: Definitions of classes, methods, operators and functions for use in photobiology and radiation meteorology and climatology. Calculation of effective (weighted) and not-weighted irradiances/doses, fluence rates, transmittance, reflectance, absorptance, absorbance and diverse ratios and other derived quantities from spectral data. Local maxima and minima: peaks, valleys and spikes. Conversion between energy-and photon-based units. Wavelength interpolation. Colours and vision. This package is part of the 'r4photobiology' suite, Aphalo, P. J. (2015) <doi:10.19232/uv4pb.2015.1.14>.
Author: Pedro J. Aphalo [aut, cre] , Titta K. Kotilainen [ctb] , Glenn Davis [ctb], Agnese Fazio [ctb]
Maintainer: Pedro J. Aphalo <pedro.aphalo@helsinki.fi>

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Package pharmaversesdtm updated to version 1.4.0 with previous version 1.3.1 dated 2025-08-21

Title: SDTM Test Data for the 'Pharmaverse' Family of Packages
Description: A set of Study Data Tabulation Model (SDTM) datasets from the Clinical Data Interchange Standards Consortium (CDISC) pilot project used for testing and developing Analysis Data Model (ADaM) datasets inside the pharmaverse family of packages. SDTM dataset specifications are described in the CDISC SDTM implementation guide, accessible by creating a free account on <https://www.cdisc.org/>.
Author: Lina Patil [aut, cre], Stefan Bundfuss [aut] , Kristin Dahnert [aut], Fanny Gautier [aut] , Edoardo Mancini [aut] , Tomoyuki Namai [aut], Vinh Nguyen [aut], Vladyslav Shuliar [aut] , Cytel Inc. [cph, fnd], F. Hoffmann-La Roche AG [cph, fnd], GlaxoSmi [...truncated...]
Maintainer: Lina Patil <lina.patil@cytel.com>

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Package openalexR updated to version 3.0.0 with previous version 2.0.2 dated 2025-10-21

Title: Getting Bibliographic Records from 'OpenAlex' Database Using 'DSL' API
Description: A set of tools to extract bibliographic content from 'OpenAlex' database using API <https://docs.openalex.org>.
Author: Massimo Aria [aut, cre, cph] , Corrado Cuccurullo [ctb] , Trang Le [aut] , June Choe [aut]
Maintainer: Massimo Aria <aria@unina.it>

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Package NNS updated to version 11.6.4 with previous version 11.6.3 dated 2025-11-28

Title: Nonlinear Nonparametric Statistics
Description: NNS (Nonlinear Nonparametric Statistics) leverages partial moments – the fundamental elements of variance that asymptotically approximate the area under f(x) – to provide a robust foundation for nonlinear analysis while maintaining linear equivalences. NNS delivers a comprehensive suite of advanced statistical techniques, including: Numerical integration, Numerical differentiation, Clustering, Correlation, Dependence, Causal analysis, ANOVA, Regression, Classification, Seasonality, Autoregressive modeling, Normalization, Stochastic dominance and Advanced Monte Carlo sampling. All routines based on: Viole, F. and Nawrocki, D. (2013), Nonlinear Nonparametric Statistics: Using Partial Moments (ISBN: 1490523995).
Author: Fred Viole [aut, cre], Roberto Spadim [ctb]
Maintainer: Fred Viole <ovvo.open.source@gmail.com>

Diff between NNS versions 11.6.3 dated 2025-11-28 and 11.6.4 dated 2026-01-10

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Package mapsf updated to version 1.1.0 with previous version 1.0.0 dated 2025-07-01

Title: Thematic Cartography
Description: Create and integrate thematic maps in your workflow. This package helps to design various cartographic representations such as proportional symbols, choropleth or typology maps. It also offers several functions to display layout elements that improve the graphic presentation of maps (e.g. scale bar, north arrow, title, labels). 'mapsf' maps 'sf' objects on 'base' graphics.
Author: Timothee Giraud [cre, aut] , Hugues Pecout [ctb] , Ronan Ysebaert [ctb] , Elina Marveaux [ctb] , Ian Fellows [cph] , Jim Lemon [cph]
Maintainer: Timothee Giraud <timothee.giraud@cnrs.fr>

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More information about mapsf at CRAN
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Package maplegend updated to version 0.5.0 with previous version 0.4.0 dated 2025-12-04

Title: Legends for Maps
Description: Create legends for maps and other graphics. Thematic maps need to be accompanied by legible legends to be fully comprehensible. This package offers a wide range of legends useful for cartography, some of which may also be useful for other types of graphics.
Author: Timothee Giraud [cre, aut]
Maintainer: Timothee Giraud <timothee.giraud@cnrs.fr>

Diff between maplegend versions 0.4.0 dated 2025-12-04 and 0.5.0 dated 2026-01-10

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Package itp updated to version 1.2.2 with previous version 1.2.1 dated 2023-12-02

Title: The Interpolate, Truncate, Project (ITP) Root-Finding Algorithm
Description: Implements the Interpolate, Truncate, Project (ITP) root-finding algorithm developed by Oliveira and Takahashi (2021) <doi:10.1145/3423597>. The user provides the function, from the real numbers to the real numbers, and an interval with the property that the values of the function at its endpoints have different signs. If the function is continuous over this interval then the ITP method estimates the value at which the function is equal to zero. If the function is discontinuous then a point of discontinuity at which the function changes sign may be found. The function can be supplied using either an R function or an external pointer to a C++ function. Tuning parameters of the ITP algorithm can be set by the user. Default values are set based on arguments in Oliveira and Takahashi (2021).
Author: Paul J. Northrop [aut, cre, cph]
Maintainer: Paul J. Northrop <p.northrop@ucl.ac.uk>

Diff between itp versions 1.2.1 dated 2023-12-02 and 1.2.2 dated 2026-01-10

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Package ggVennDiagram updated to version 1.5.7 with previous version 1.5.4 dated 2025-06-21

Title: A 'ggplot2' Implement of Venn Diagram
Description: Easy-to-use functions to generate 2-7 sets Venn or upset plot in publication quality. 'ggVennDiagram' plot Venn or upset using well-defined geometry dataset and 'ggplot2'. The shapes of 2-4 sets Venn use circles and ellipses, while the shapes of 4-7 sets Venn use irregular polygons (4 has both forms), which are developed and imported from another package 'venn', authored by Adrian Dusa. We provided internal functions to integrate shape data with user provided sets data, and calculated the geometry of every regions/intersections of them, then separately plot Venn in four components, set edges/labels, and region edges/labels. From version 1.0, it is possible to customize these components as you demand in ordinary 'ggplot2' grammar. From version 1.4.4, it supports unlimited number of sets, as it can draw a plain upset plot automatically when number of sets is more than 7.
Author: Chun-Hui Gao [aut, cre] , Guangchuang Yu [ctb] , Adrian Dusa [aut, cph] , Turgut Yigit Akyol [ctb]
Maintainer: Chun-Hui Gao <gaospecial@gmail.com>

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Package FSA updated to version 0.10.1 with previous version 0.10.0 dated 2025-05-06

Title: Simple Fisheries Stock Assessment Methods
Description: A variety of simple fish stock assessment methods.
Author: Derek H. Ogle [aut, cre], Jason C. Doll [aut], A. Powell Wheeler [aut], Alexis Dinno [aut] )
Maintainer: Derek H. Ogle <DerekOgle51@gmail.com>

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Package enderecobr updated to version 0.5.0 with previous version 0.4.1 dated 2025-02-18

Title: Padronizador de Endereços Brasileiros (Brazilian Addresses Standardizer)
Description: Padroniza endereços brasileiros a partir de diferentes critérios. Os métodos de padronização incluem apenas manipulações básicas de strings, não oferecendo suporte a correspondências probabilísticas entre strings. (Standardizes brazilian addresses using different criteria. Standardization methods include only basic string manipulation, not supporting probabilistic matches between strings.)
Author: Daniel Herszenhut [aut, cre] , Rafael H. M. Pereira [aut] , Lucas Mation [aut] , Gabriel Garcia de Almeida [aut]
Maintainer: Daniel Herszenhut <dhersz@gmail.com>

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Package CDMConnector updated to version 2.3.0 with previous version 2.2.0 dated 2025-09-16

Title: Connect to an OMOP Common Data Model
Description: Provides tools for working with observational health data in the Observational Medical Outcomes Partnership (OMOP) Common Data Model format with a pipe friendly syntax. Common data model database table references are stored in a single compound object along with metadata.
Author: Adam Black [aut, cre] , Artem Gorbachev [aut], Edward Burn [aut], Marti Catala Sabate [aut], Ioanna Nika [aut]
Maintainer: Adam Black <black@ohdsi.org>

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Package blme updated to version 1.0-7 with previous version 1.0-6 dated 2024-09-07

Title: Bayesian Linear Mixed-Effects Models
Description: Maximum a posteriori estimation for linear and generalized linear mixed-effects models in a Bayesian setting, implementing the methods of Chung, et al. (2013) <doi:10.1007/s11336-013-9328-2>. Extends package 'lme4' (Bates, Maechler, Bolker, and Walker (2015) <doi:10.18637/jss.v067.i01>).
Author: Vincent Dorie [aut, cre] , Douglas Bates [ctb] , Martin Maechler [ctb] , Ben Bolker [ctb] , Steven Walker [ctb]
Maintainer: Vincent Dorie <vdorie@gmail.com>

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Package BIFIEsurvey updated to version 3.8.0 with previous version 3.6-6 dated 2024-04-25

Title: Tools for Survey Statistics in Educational Assessment
Description: Contains tools for survey statistics (especially in educational assessment) for datasets with replication designs (jackknife, bootstrap, replicate weights; see Kolenikov, 2010; Pfefferman & Rao, 2009a, 2009b, <doi:10.1016/S0169-7161(09)70003-3>, <doi:10.1016/S0169-7161(09)70037-9>); Shao, 1996, <doi:10.1080/02331889708802523>). Descriptive statistics, linear and logistic regression, path models for manifest variables with measurement error correction and two-level hierarchical regressions for weighted samples are included. Statistical inference can be conducted for multiply imputed datasets and nested multiply imputed datasets and is in particularly suited for the analysis of plausible values (for details see George, Oberwimmer & Itzlinger-Bruneforth, 2016; Bruneforth, Oberwimmer & Robitzsch, 2016; Robitzsch, Pham & Yanagida, 2016). The package development was supported by BIFIE (Federal Institute for Educational Research, Innovation and Development of [...truncated...]
Author: BIFIE [aut], Alexander Robitzsch [aut], Konrad Oberwimmer [aut, cre]
Maintainer: Konrad Oberwimmer <konrad.oberwimmer@iqs.gv.at>

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Package BFpack updated to version 1.5.3 with previous version 1.5.0 dated 2025-06-08

Title: Flexible Bayes Factor Testing of Scientific Expectations
Description: Implementation of default Bayes factors for testing statistical hypotheses under various statistical models. The package is intended for applied quantitative researchers in the social and behavioral sciences, medical research, and related fields. The Bayes factor tests can be executed for statistical models such as univariate and multivariate normal linear models, correlation analysis, generalized linear models, special cases of linear mixed models, survival models, relational event models. Parameters that can be tested are location parameters (e.g., group means, regression coefficients), variances (e.g., group variances), and measures of association (e.g,. polychoric/polyserial/biserial/tetrachoric/product moments correlations), among others. The statistical underpinnings are described in O'Hagan (1995) <DOI:10.1111/j.2517-6161.1995.tb02017.x>, De Santis and Spezzaferri (2001) <DOI:10.1016/S0378-3758(00)00240-8>, Mulder and Xin (2022) <DOI:10.1080/00273171.2021.1904809& [...truncated...]
Author: Joris Mulder [aut, cre], Caspar van Lissa [aut, ctb], Donald R. Williams [aut, ctb], Xin Gu [aut, ctb], Anton Olsson-Collentine [aut, ctb], Florian Boeing-Messing [aut, ctb], Jean-Paul Fox [aut, ctb], Janosch Menke [ctb], Robbie van Aert [ctb], Barry [...truncated...]
Maintainer: Joris Mulder <j.mulder3@tilburguniversity.edu>

Diff between BFpack versions 1.5.0 dated 2025-06-08 and 1.5.3 dated 2026-01-10

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Package BayesXsrc updated to version 3.0-7 with previous version 3.0-6 dated 2025-03-10

Title: Distribution of the 'BayesX' C++ Sources
Description: 'BayesX' performs Bayesian inference in structured additive regression (STAR) models. The R package BayesXsrc provides the 'BayesX' command line tool for easy installation. A convenient R interface is provided in package R2BayesX.
Author: Nikolaus Umlauf [aut, cre] , Daniel Adler [aut], Thomas Kneib [aut] , Stefan Lang [aut], Achim Zeileis [aut]
Maintainer: Nikolaus Umlauf <Nikolaus.Umlauf@uibk.ac.at>

Diff between BayesXsrc versions 3.0-6 dated 2025-03-10 and 3.0-7 dated 2026-01-10

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Package arules updated to version 1.7.13 with previous version 1.7-11 dated 2025-05-29

Title: Mining Association Rules and Frequent Itemsets
Description: Provides the infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). Also provides C implementations of the association mining algorithms Apriori and Eclat. Hahsler, Gruen and Hornik (2005) <doi:10.18637/jss.v014.i15>.
Author: Michael Hahsler [aut, cre, cph] , Christian Buchta [aut, cph], Bettina Gruen [aut, cph], Kurt Hornik [aut, cph] , Christian Borgelt [ctb, cph], Ian Johnson [ctb], Makhlouf Ledmi [ctb]
Maintainer: Michael Hahsler <mhahsler@lyle.smu.edu>

Diff between arules versions 1.7-11 dated 2025-05-29 and 1.7.13 dated 2026-01-10

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Package AquaticLifeHistory updated to version 1.0.6 with previous version 1.0.5 dated 2023-11-17

Title: Life History Analysis Tools
Description: Estimate aquatic species life history using robust techniques. This package supports users undertaking two types of analysis: 1) Growth from length-at-age data, and 2) maturity analyses for length and/or age data. Maturity analyses are performed using generalised linear model approaches incorporating either a binomial or quasibinomial distribution. Growth modelling is performed using the multimodel approach presented by Smart et al. (2016) "Multimodel approaches in shark and ray growth studies: strengths, weaknesses and the future" <doi:10.1111/faf.12154>.
Author: Jonathan Smart [aut, cre, ctb]
Maintainer: Jonathan Smart <jonsmartphd@gmail.com>

Diff between AquaticLifeHistory versions 1.0.5 dated 2023-11-17 and 1.0.6 dated 2026-01-10

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Package randomGODB updated to version 1.1 with previous version 1.0 dated 2025-05-07

Title: Random GO Database
Description: The Gene Ontology (GO) Consortium <https://geneontology.org/> organizes genes into hierarchical categories based on biological process (BP), molecular function (MF) and cellular component (CC, i.e., subcellular localization). Tools such as 'GoMiner' (see Zeeberg, B.R., Feng, W., Wang, G. et al. (2003) <doi:10.1186/gb-2003-4-4-r28>) can leverage GO to perform ontological analysis of microarray and proteomics studies, typically generating a list of significant functional categories. The significance is traditionally determined by randomizing the input gene list to computing the false discovery rate (FDR) of the enrichment p-value for each category. We explore here the novel alternative of randomizing the GO database rather than the gene list.
Author: Barry Zeeberg [aut, cre]
Maintainer: Barry Zeeberg <barryz2013@gmail.com>

Diff between randomGODB versions 1.0 dated 2025-05-07 and 1.1 dated 2026-01-10

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Package PDEnaiveBayes updated to version 0.2.9 with previous version 0.2.8 dated 2025-11-17

Title: Plausible Naive Bayes Classifier Using PDE
Description: A nonparametric, multicore-capable plausible naive Bayes classifier based on the Pareto density estimation (PDE) featuring a plausible approach to a pitfall in the Bayesian theorem covering low evidence cases. Stier, Q., Hoffmann, J., and Thrun, M.C.: "Classifying with the Fine Structure of Distributions: Leveraging Distributional Information for Robust and Plausible Naive Bayes" (2026), Machine Learning and Knowledge Extraction (MAKE), <DOI:10.3390/make8010013>.
Author: Michael Thrun [aut, cph, cre] , Quirin Stier [aut, rev] , Tim Robin Neldner [ctr, ctb]
Maintainer: Michael Thrun <m.thrun@gmx.net>

Diff between PDEnaiveBayes versions 0.2.8 dated 2025-11-17 and 0.2.9 dated 2026-01-10

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 21 files changed, 96 insertions(+), 35 deletions(-)

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