Sat, 07 Mar 2026

Package caviarpd updated to version 0.3.22 with previous version 0.3.21 dated 2025-10-09

Title: Cluster Analysis via Random Partition Distributions
Description: Cluster analysis is performed using pairwise distance information and a random partition distribution. The method is implemented for two random partition distributions. It draws samples and then obtains and plots clustering estimates. An implementation of a selection algorithm is provided for the mass parameter of the partition distribution. Since pairwise distances are the principal input to this procedure, it is most comparable to the hierarchical and k-medoids clustering methods. The method is Dahl, Andros, Carter (2022+) <doi:10.1002/sam.11602>.
Author: David B. Dahl [aut, cre] , R. Jacob Andros [aut] , J. Brandon Carter [aut] , Authors of the dependency Rust crates [ctb]
Maintainer: David B. Dahl <dahl@stat.byu.edu>

Diff between caviarpd versions 0.3.21 dated 2025-10-09 and 0.3.22 dated 2026-03-07

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Package nmw updated to version 0.1.6 with previous version 0.1.5 dated 2023-05-09

Title: Understanding Nonlinear Mixed Effects Modeling for Population Pharmacokinetics
Description: This shows how NONMEM(R) software works. NONMEM's classical estimation methods like 'First Order(FO) approximation', 'First Order Conditional Estimation(FOCE)', and 'Laplacian approximation' are explained.
Author: Kyun-Seop Bae [aut, cre]
Maintainer: Kyun-Seop Bae <k@acr.kr>

Diff between nmw versions 0.1.5 dated 2023-05-09 and 0.1.6 dated 2026-03-07

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Package fangs updated to version 0.2.22 with previous version 0.2.21 dated 2025-04-10

Title: Feature Allocation Neighborhood Greedy Search Algorithm
Description: A neighborhood-based, greedy search algorithm is performed to estimate a feature allocation by minimizing the expected loss based on posterior samples from the feature allocation distribution. The method is described in Dahl, Johnson, and Andros (2023) "Comparison and Bayesian Estimation of Feature Allocations" <doi:10.1080/10618600.2023.2204136>.
Author: David B. Dahl [aut, cre] , R. Jacob Andros [aut] , Devin J. Johnson [aut] , Authors of the dependency Rust crates [ctb]
Maintainer: David B. Dahl <dahl@stat.byu.edu>

Diff between fangs versions 0.2.21 dated 2025-04-10 and 0.2.22 dated 2026-03-07

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Package bayesRecon updated to version 1.0.0 with previous version 0.3.3 dated 2025-07-21

Title: Probabilistic Reconciliation via Conditioning
Description: Provides methods for probabilistic reconciliation of hierarchical forecasts of time series. The available methods include analytical Gaussian reconciliation (Corani et al., 2021) <doi:10.1007/978-3-030-67664-3_13>, MCMC reconciliation of count time series (Corani et al., 2024) <doi:10.1016/j.ijforecast.2023.04.003>, Bottom-Up Importance Sampling (Zambon et al., 2024) <doi:10.1007/s11222-023-10343-y>, methods for the reconciliation of mixed hierarchies (Mix-Cond and TD-cond) (Zambon et al., 2024) <https://proceedings.mlr.press/v244/zambon24a.html>, analytical reconciliation with Bayesian treatment of the covariance matrix (Carrara et al., 2025) <doi: 10.48550/arXiv.2506.19554>.
Author: Dario Azzimonti [aut, cre] , Lorenzo Zambon [aut] , Stefano Damato [aut] , Nicolo Rubattu [aut] , Giorgio Corani [aut]
Maintainer: Dario Azzimonti <dario.azzimonti@gmail.com>

Diff between bayesRecon versions 0.3.3 dated 2025-07-21 and 1.0.0 dated 2026-03-07

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Package VoronoiBiomedPlot updated to version 0.3 with previous version 0.2 dated 2025-09-02

Title: Tesselation Visualization Plots for 2D Data
Description: Creates visualization plots for 2D data including ellipse plots, Voronoi tesselation plots, and combined ellipse-Voronoi plots. Designed to visualize class separation in 2D data, raw of from projection techniques like principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA) or others. For more details see Lotsch and Kringel (2026) and Lotsch and Ultsch (2024) <doi:10.1016/j.imu.2024.101573>.
Author: Jorn Lotsch [aut, cre]
Maintainer: Jorn Lotsch <j.lotsch@em.uni-frankfurt.de>

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Package SLSEdesign updated to version 0.1.0 with previous version 0.0.5 dated 2025-06-05

Title: Optimal Regression Design under the Second-Order Least Squares Estimator
Description: With given inputs that include number of points, discrete design space, a measure of skewness, models and parameter value, this package calculates the objective value, optimal designs and plot the equivalence theory under A- and D-optimal criteria under the second-order Least squares estimator. This package is based on the paper "Properties of optimal regression designs under the second-order least squares estimator" by Chi-Kuang Yeh and Julie Zhou (2021) <doi:10.1007/s00362-018-01076-6>.
Author: Chi-Kuang Yeh [aut, cre] , Julie Zhou [aut, ctb], Jason Hou-Liu [ctb]
Maintainer: Chi-Kuang Yeh <cyeh@gsu.edu>

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Package rPDBapi updated to version 3.0.1 with previous version 3.0.0 dated 2026-03-06

Title: A Comprehensive Interface for Accessing the Protein Data Bank
Description: Provides an R interface to the 'RCSB' Protein Data Bank ('PDB') Search and Data APIs (<https://www.rcsb.org/>). Supports full-text, attribute, sequence, motif, structure, and chemical searches; retrieval of entry-, assembly-, polymer-entity-, and chemical-component-level metadata; and conversion of API responses into analysis-ready tables and typed R objects for reproducible structural bioinformatics workflows.
Author: Selcuk Korkmaz [aut, cre] , Bilge Eren Yamasan [aut]
Maintainer: Selcuk Korkmaz <selcukorkmaz@gmail.com>

Diff between rPDBapi versions 3.0.0 dated 2026-03-06 and 3.0.1 dated 2026-03-07

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Package rcdf updated to version 0.1.5 with previous version 0.1.4 dated 2026-03-03

Title: A Comprehensive Toolkit for Working with Encrypted Parquet Files
Description: Utilities for reading, writing, and managing RCDF files, including encryption and decryption support. It offers a flexible interface for handling data stored in encrypted Parquet format, along with metadata extraction, key management, and secure operations using AES and RSA encryptions.
Author: Bhas Abdulsamad [aut, cre, cph]
Maintainer: Bhas Abdulsamad <aeabdulsamad@gmail.com>

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Package imageRy updated to version 0.4.0 with previous version 0.3.0 dated 2025-07-17

Title: Modify and Share Images
Description: Tools for manipulating, visualizing, and exporting raster images in R. Designed as an educational resource for students learning the basics of remote sensing, the package provides user-friendly functions to apply color ramps, export RGB composites, and create multi-frame visualizations. Built on top of the 'terra' and 'ggplot2' packages. See <https://github.com/ducciorocchini/imageRy> for more details and examples.
Author: Duccio Rocchini [aut, cre], Ludovico Chieffallo [aut], Giovanni Andrea Nocera [ctb], Giacomo Panza [ctb], Michele Torresani [aut], Elisa Thouverai [aut]
Maintainer: Duccio Rocchini <duccio.rocchini@unibo.it>

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Package DiSCos updated to version 0.1.3 with previous version 0.1.2 dated 2026-02-04

Title: Distributional Synthetic Controls Estimation
Description: The method of synthetic controls is a widely-adopted tool for evaluating causal effects of policy changes in settings with observational data. In many settings where it is applicable, researchers want to identify causal effects of policy changes on a treated unit at an aggregate level while having access to data at a finer granularity. This package implements a simple extension of the synthetic controls estimator, developed in Gunsilius (2023) <doi:10.3982/ECTA18260>, that takes advantage of this additional structure and provides nonparametric estimates of the heterogeneity within the aggregate unit. The idea is to replicate the quantile function associated with the treated unit by a weighted average of quantile functions of the control units. The package contains tools for aggregating and plotting the resulting distributional estimates, as well as for carrying out inference on them.
Author: David Van Dijcke [aut, cre] , Florian Gunsilius [aut] , Siyun He [aut]
Maintainer: David Van Dijcke <dvdijcke@umich.edu>

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Package PsyToolkit updated to version 1.1.4 with previous version 1.1.2 dated 2026-02-23

Title: Analysis Tools for 'PsyToolkit'
Description: Analyses and reports questionnaire and experiment data exported from 'PsyToolkit'. The package reads downloaded study folders, parses questionnaire structure, optionally merges demographic exports from CloudResearch or Prolific, and produces summary overviews of responses and completion times. It also provides helper functions to extract and aggregate experiment measures and survey variables, and to export results to spreadsheet files for further analysis and archiving. See Stoet (2017) <doi:10.1177/0098628316677643> for the 'PsyToolkit' platform.
Author: Gijsbert Stoet [cre, aut]
Maintainer: Gijsbert Stoet <g.stoet@essex.ac.uk>

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Package skater updated to version 0.2.0 with previous version 0.1.2 dated 2023-01-31

Title: Utilities for SNP-Based Kinship Analysis
Description: Utilities for single nucleotide polymorphism (SNP) based kinship analysis testing and evaluation. The 'skater' package contains functions for importing, parsing, and analyzing pedigree data, performing relationship degree inference, benchmarking relationship degree classification, and summarizing identity by descent (IBD) segment data. Package functions and methods are described in Turner et al. (2021) "skater: An R package for SNP-based Kinship Analysis, Testing, and Evaluation" <doi:10.1101/2021.07.21.453083>.
Author: Stephen Turner [aut] , Matthew Scholz [aut] , VP Nagraj [aut, cre] , Signature Science, LLC. [cph]
Maintainer: VP Nagraj <nagraj@nagraj.net>

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Package junctions updated to version 2.1.4 with previous version 2.1.3 dated 2025-04-09

Title: The Breakdown of Genomic Ancestry Blocks in Hybrid Lineages
Description: Individual based simulations of hybridizing populations, where the accumulation of junctions is tracked. Furthermore, mathematical equations are provided to verify simulation outcomes. Both simulations and mathematical equations are based on Janzen (2018, <doi:10.1101/058107>) and Janzen (2022, <doi:10.1111/1755-0998.13519>).
Author: Thijs Janzen [aut, cre]
Maintainer: Thijs Janzen <thijsjanzen@gmail.com>

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Package wnl updated to version 0.8.5 with previous version 0.8.4 dated 2025-09-07

Title: Minimization Tool for Pharmacokinetic-Pharmacodynamic Data Analysis
Description: This is a set of minimization tools (maximum likelihood estimation and least square fitting) to solve examples in the Johan Gabrielsson and Dan Weiner's book "Pharmacokinetic and Pharmacodynamic Data Analysis - Concepts and Applications" 5th ed. (ISBN:9198299107). Examples include linear and nonlinear compartmental model, turn-over model, single or multiple dosing bolus/infusion/oral models, allometry, toxicokinetics, reversible metabolism, in-vitro/in-vivo extrapolation, enterohepatic circulation, metabolite modeling, Emax model, inhibitory model, tolerance model, oscillating response model, enantiomer interaction model, effect compartment model, drug-drug interaction model, receptor occupancy model, and rebound phenomena model.
Author: Kyun-Seop Bae [aut, cre, cph]
Maintainer: Kyun-Seop Bae <k@acr.kr>

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Package thisplot updated to version 0.3.6 with previous version 0.3.5 dated 2026-02-23

Title: Utility Functions for Plotting
Description: Provides utility functions for plotting. Includes functions for color manipulation, plot customization, panel size control, data optimization for plots, and layout adjustments.
Author: Meng Xu [aut, cre]
Maintainer: Meng Xu <mengxu98@qq.com>

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Package lrstat updated to version 0.3.0 with previous version 0.2.15 dated 2025-07-14

Title: Power and Sample Size Calculation for Non-Proportional Hazards and Beyond
Description: Performs power and sample size calculation for non-proportional hazards model using the Fleming-Harrington family of weighted log-rank tests. The sequentially calculated log-rank test score statistics are assumed to have independent increments as characterized in Anastasios A. Tsiatis (1982) <doi:10.1080/01621459.1982.10477898>. The mean and variance of log-rank test score statistics are calculated based on Kaifeng Lu (2021) <doi:10.1002/pst.2069>. The boundary crossing probabilities are calculated using the recursive integration algorithm described in Christopher Jennison and Bruce W. Turnbull (2000, ISBN:0849303168). The package can also be used for continuous, binary, and count data. For continuous data, it can handle missing data through mixed-model for repeated measures (MMRM). In crossover designs, it can estimate direct treatment effects while accounting for carryover effects. For binary data, it can design Simon's 2-stage, modified toxicity probability-2 (mTPI-2), a [...truncated...]
Author: Kaifeng Lu [aut, cre]
Maintainer: Kaifeng Lu <kaifenglu@gmail.com>

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Package bfp updated to version 0.0-50 with previous version 0.0-49 dated 2025-03-29

Title: Bayesian Fractional Polynomials
Description: Implements the Bayesian paradigm for fractional polynomial models under the assumption of normally distributed error terms, see Sabanes Bove, D. and Held, L. (2011) <doi:10.1007/s11222-010-9170-7>.
Author: Daniel Sabanes Bove [aut, cre] , Isaac Gravestock [aut], Robert Davies [cph], Stephen Moshier [cph], Gareth Ambler [cph], Axel Benner [cph]
Maintainer: Daniel Sabanes Bove <daniel.sabanesbove@gmx.net>

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Package BayesFactor updated to version 0.9.12-4.8 with previous version 0.9.12-4.7 dated 2024-01-24

Title: Computation of Bayes Factors for Common Designs
Description: A suite of functions for computing various Bayes factors for simple designs, including contingency tables, one- and two-sample designs, one-way designs, general ANOVA designs, and linear regression.
Author: Richard D. Morey [aut, cre, cph], Jeffrey N. Rouder [aut], Tahira Jamil [ctb, cph], Simon Urbanek [ctb, cph], Karl Forner [ctb, cph], Alexander Ly [ctb, cph]
Maintainer: Richard D. Morey <richarddmorey@gmail.com>

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Package Upsilon updated to version 0.1.1 with previous version 0.1.0 dated 2026-01-06

Title: Another Test of Association for Count Data
Description: The Upsilon test assesses association among categorical variables against the null hypothesis of independence (Luo 2021 MS thesis; ProQuest Publication No. 28649813). While promoting dominant function patterns, it demotes non-dominant function patterns. It is robust to low expected count---continuity correction like Yates's seems unnecessary. Using a common null population following a uniform distribution, contingency tables are comparable by statistical significance---not the case for most association tests defining a varying null population by tensor product of observed marginals. Although Pearson's chi-squared test, Fisher's exact test, and Woolf's G-test (related to mutual information) are useful in some contexts, the Upsilon test appeals to ranking association patterns not necessarily following same marginal distributions, such as in count data from DNA and RNA sequencing---a rapidly expanding frontier in modern science.
Author: Xuye Luo [aut], Joe Song [aut, cre]
Maintainer: Joe Song <joemsong@nmsu.edu>

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Package openxlsx2 updated to version 1.25 with previous version 1.24 dated 2026-02-21

Title: Read, Write and Edit 'xlsx' Files
Description: Simplifies the creation of 'xlsx' files by providing a high level interface to writing, styling and editing worksheets.
Author: Jordan Mark Barbone [aut] , Jan Marvin Garbuszus [aut, cre], Olivier Roy [ctb], openxlsx authors [cph] , Arseny Kapoulkine [ctb, cph]
Maintainer: Jan Marvin Garbuszus <jan.garbuszus@ruhr-uni-bochum.de>

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Package hypertext updated to version 1.1.0 with previous version 1.0.0 dated 2026-02-27

Title: 'HTML' Element Construction
Description: Provides a deterministic, framework-agnostic Domain-Specific Language for building 'HTML' nodes and rendering them to a string.
Author: Kennedy Mwavu [aut, cre] , Sigflux [cph, fnd]
Maintainer: Kennedy Mwavu <mwavukennedy@gmail.com>

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Package contentanalysis updated to version 1.0.0 with previous version 0.2.1 dated 2025-12-12

Title: Scientific Content and Citation Analysis from PDF Documents
Description: Provides comprehensive tools for extracting and analyzing scientific content from PDF documents, including citation extraction, reference matching, text analysis, and bibliometric indicators. Supports multi-column PDF layouts, 'CrossRef' API <https://www.crossref.org/documentation/retrieve-metadata/rest-api/> integration, and advanced citation parsing.
Author: Massimo Aria [cre, aut, cph] , Corrado Cuccurullo [aut]
Maintainer: Massimo Aria <aria@unina.it>

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Package SubgrpID updated to version 0.13 with previous version 0.12 dated 2024-02-03

Title: Patient Subgroup Identification for Clinical Drug Development
Description: Implementation of Sequential BATTing (bootstrapping and aggregating of thresholds from trees) for developing threshold-based multivariate (prognostic/predictive) biomarker signatures. Variable selection is automatically built-in. Final signatures are returned with interaction plots for predictive signatures. Cross-validation performance evaluation and testing dataset results are also output. Detail algorithms are described in Huang et al (2017) <doi:10.1002/sim.7236>.
Author: Xin Huang [aut, cre, cph], Yan Sun [aut], Saptarshi Chatterjee [aut], Paul Trow [aut]
Maintainer: Xin Huang <xin.huang@abbvie.com>

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Package smam updated to version 0.7.3 with previous version 0.7.2 dated 2024-01-10

Title: Statistical Modeling of Animal Movements
Description: Animal movement models including Moving-Resting Process with Embedded Brownian Motion (Yan et al., 2014, <doi:10.1007/s10144-013-0428-8>; Pozdnyakov et al., 2017, <doi:10.1007/s11009-017-9547-6>), Brownian Motion with Measurement Error (Pozdnyakov et al., 2014, <doi:10.1890/13-0532.1>), Moving-Resting-Handling Process with Embedded Brownian Motion (Pozdnyakov et al., 2020, <doi:10.1007/s11009-020-09774-1>), Moving-Resting Process with Measurement Error (Hu et al., 2021, <doi:10.1111/2041-210X.13694>), Moving-Moving Process with two Embedded Brownian Motions.
Author: Chaoran Hu [aut, cre], Vladimir Pozdnyakov [aut], Jun Yan [aut]
Maintainer: Chaoran Hu <huchaoran.stat@gmail.com>

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Package Rfast2 updated to version 0.1.5.6 with previous version 0.1.5.5 dated 2025-10-14

Title: A Collection of Efficient and Extremely Fast R Functions II
Description: A collection of fast statistical and utility functions for data analysis. Functions for regression, maximum likelihood, column-wise statistics and many more have been included. C++ has been utilized to speed up the functions. References: Tsagris M., Papadakis M. (2018). Taking R to its limits: 70+ tips. PeerJ Preprints 6:e26605v1 <doi:10.7287/peerj.preprints.26605v1>.
Author: Manos Papadakis [aut, cre, cph], Michail Tsagris [aut], Stefanos Fafalios [aut], Marios Dimitriadis [aut], Manos Lasithiotakis [aut], Nikolaos Kontemeniotis [ctb]
Maintainer: Manos Papadakis <rfastofficial@gmail.com>

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Package maidr updated to version 0.2.0 with previous version 0.1.2 dated 2026-02-23

Title: Multimodal Access and Interactive Data Representation
Description: Provides accessible, interactive visualizations through the 'MAIDR' (Multimodal Access and Interactive Data Representation) system. Converts 'ggplot2' and Base R plots into accessible HTML/SVG formats with keyboard navigation, screen reader support, and 'sonification' capabilities. Supports bar charts (simple, grouped, stacked), histograms, line plots, scatter plots, box plots, violin plots, heat maps, density/smooth curves, faceted plots, multi-panel layouts (including patchwork), and multi-layered plot combinations. Enables data exploration for users with visual impairments through multiple sensory modalities. For more details see the 'MAIDR' project <https://maidr.ai/>.
Author: JooYoung Seo [aut, cph], Niranjan Kalaiselvan [aut, cre]
Maintainer: Niranjan Kalaiselvan <nk46@illinois.edu>

Diff between maidr versions 0.1.2 dated 2026-02-23 and 0.2.0 dated 2026-03-07

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Package languageserver updated to version 0.3.17 with previous version 0.3.16 dated 2023-08-18

Title: Language Server Protocol
Description: An implementation of the Language Server Protocol for R. The Language Server protocol is used by an editor client to integrate features like auto completion. See <https://microsoft.github.io/language-server-protocol/> for details.
Author: Randy Lai [aut, cre], Kun Ren [ctb]
Maintainer: Randy Lai <randy.cs.lai@gmail.com>

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Package ggpattern updated to version 1.3.1 with previous version 1.2.1 dated 2025-08-27

Title: 'ggplot2' Pattern Geoms
Description: Provides 'ggplot2' geoms filled with various patterns. Includes a patterned version of every 'ggplot2' geom that has a region that can be filled with a pattern. Provides a suite of 'ggplot2' aesthetics and scales for controlling pattern appearances. Supports over a dozen builtin patterns (every pattern implemented by 'gridpattern') as well as allowing custom user-defined patterns.
Author: Mike FC [aut], Trevor L. Davis [aut, cre] , ggplot2 authors [aut]
Maintainer: Trevor L. Davis <trevor.l.davis@gmail.com>

Diff between ggpattern versions 1.2.1 dated 2025-08-27 and 1.3.1 dated 2026-03-07

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Package stochvol updated to version 3.2.9 with previous version 3.2.8 dated 2025-10-13

Title: Efficient Bayesian Inference for Stochastic Volatility (SV) Models
Description: Efficient algorithms for fully Bayesian estimation of stochastic volatility (SV) models with and without asymmetry (leverage) via Markov chain Monte Carlo (MCMC) methods. Methodological details are given in Kastner and Frühwirth-Schnatter (2014) <doi:10.1016/j.csda.2013.01.002> and Hosszejni and Kastner (2019) <doi:10.1007/978-3-030-30611-3_8>; the most common use cases are described in Hosszejni and Kastner (2021) <doi:10.18637/jss.v100.i12> and Kastner (2016) <doi:10.18637/jss.v069.i05> and the package examples.
Author: Darjus Hosszejni [aut, cre] , Gregor Kastner [aut]
Maintainer: Darjus Hosszejni <darjus.hosszejni@icloud.com>

Diff between stochvol versions 3.2.8 dated 2025-10-13 and 3.2.9 dated 2026-03-07

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Package RProtoBuf updated to version 0.4.26 with previous version 0.4.25 dated 2026-01-11

Title: R Interface to the 'Protocol Buffers' 'API' (Version 2 or 3)
Description: Protocol Buffers are a way of encoding structured data in an efficient yet extensible format. Google uses Protocol Buffers for almost all of its internal 'RPC' protocols and file formats. Additional documentation is available in two included vignettes one of which corresponds to our 'JSS' paper (2016, <doi:10.18637/jss.v071.i02>. A sufficiently recent version of 'Protocol Buffers' library is required; currently version 3.3.0 from 2017 is the tested minimum.
Author: Romain Francois [aut] , Dirk Eddelbuettel [aut, cre] , Murray Stokely [aut] , Jeroen Ooms [aut]
Maintainer: Dirk Eddelbuettel <edd@debian.org>

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Package rBiasCorrection updated to version 0.3.6 with previous version 0.3.5 dated 2025-04-05

Title: Correct Bias in DNA Methylation Analyses
Description: Implementation of the algorithms (with minor modifications) to correct bias in quantitative DNA methylation analyses as described by Moskalev et al. (2011) <doi:10.1093/nar/gkr213>. Publication: Kapsner et al. (2021) <doi:10.1002/ijc.33681>.
Author: Lorenz A. Kapsner [cre, aut, cph] , Evgeny A. Moskalev [aut]
Maintainer: Lorenz A. Kapsner <lorenz.kapsner@gmail.com>

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Package omopgenerics updated to version 1.3.7 with previous version 1.3.6 dated 2026-01-28

Title: Methods and Classes for the OMOP Common Data Model
Description: Provides definitions of core classes and methods used by analytic pipelines that query the OMOP (Observational Medical Outcomes Partnership) common data model.
Author: Marti Catala [aut, cre] , Edward Burn [aut] , Mike Du [ctb] , Yuchen Guo [ctb] , Adam Black [ctb] , Marta Alcalde-Herraiz [ctb]
Maintainer: Marti Catala <marti.catalasabate@ndorms.ox.ac.uk>

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Package mirt updated to version 1.46.1 with previous version 1.45.1 dated 2025-09-06

Title: Multidimensional Item Response Theory
Description: Analysis of discrete response data using unidimensional and multidimensional item analysis models under the Item Response Theory paradigm (Chalmers (2012) <doi:10.18637/jss.v048.i06>). Exploratory and confirmatory item factor analysis models are estimated with quadrature (EM) or stochastic (MHRM) methods. Confirmatory bi-factor and two-tier models are available for modeling item testlets using dimension reduction EM algorithms, while multiple group analyses and mixed effects designs are included for detecting differential item, bundle, and test functioning, and for modeling item and person covariates. Finally, latent class models such as the DINA, DINO, multidimensional latent class, mixture IRT models, and zero-inflated response models are supported, as well as a wide family of probabilistic unfolding models.
Author: Phil Chalmers [aut, cre] , Joshua Pritikin [ctb], Alexander Robitzsch [ctb], Mateusz Zoltak [ctb], KwonHyun Kim [ctb], Carl F. Falk [ctb], Adam Meade [ctb], Lennart Schneider [ctb], David King [ctb], Chen-Wei Liu [ctb], Ogreden Oguzhan [ctb], Samuel [...truncated...]
Maintainer: Phil Chalmers <rphilip.chalmers@gmail.com>

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 R/itemfit.R                          |   17 ++-
 R/marginal_moments.R                 |only
 R/mdirt.R                            |    9 +
 R/mirt-package.R                     |   37 ++++++
 R/mirt.R                             |  129 ++++++++++++++++++------
 R/mirtCluster.R                      |   69 +++++++++---
 R/multipleGroup.R                    |   89 ++++++++++++++--
 R/read.mirt.R                        |    2 
 R/utils.R                            |   70 +++++++++----
 R/wald.R                             |    2 
 README.md                            |   13 --
 inst/doc/mirt-vignettes.html         |    2 
 man/DIF.Rd                           |    7 -
 man/DRF.Rd                           |   12 +-
 man/LSAT7.Rd                         |   19 +++
 man/PLCI.mirt.Rd                     |    4 
 man/RCI.Rd                           |   38 ++++++-
 man/SAT12.Rd                         |   15 ++
 man/boot.LR.Rd                       |    2 
 man/extract.item.Rd                  |    5 
 man/extract.mirt.Rd                  |   10 +
 man/fscores.Rd                       |    2 
 man/head.mirt_matrix.Rd              |only
 man/marginal_moments.Rd              |only
 man/mdirt.Rd                         |    9 +
 man/mirt.Rd                          |  128 ++++++++++++++++++------
 man/mirtCluster.Rd                   |    7 -
 man/multipleGroup.Rd                 |   60 ++++++++++-
 man/plot-method.Rd                   |   10 +
 man/print.mirt_matrix.Rd             |    3 
 man/residuals-method.Rd              |    4 
 man/tail.mirt_matrix.Rd              |only
 src/Estep.cpp                        |  186 ++++++++++++++++++++++-------------
 src/Makevars                         |    2 
 src/Makevars.win                     |    2 
 src/traceLinePts.cpp                 |   32 +++---
 tests/testthat/test-01-mirtOne.R     |   12 +-
 tests/testthat/test-05-confmirtOne.R |    9 +
 tests/testthat/test-16-DCIRT.R       |    2 
 64 files changed, 1225 insertions(+), 470 deletions(-)

More information about mirt at CRAN
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Package coga updated to version 1.2.3 with previous version 1.2.2 dated 2024-01-10

Title: Convolution of Gamma Distributions
Description: Evaluation for density and distribution function of convolution of gamma distributions in R. Two related exact methods and one approximate method are implemented with efficient algorithm and C++ code. A quick guide for choosing correct method and usage of this package is given in package vignette. For the detail of methods used in this package, we refer the user to Mathai(1982)<doi:10.1007/BF02481056>, Moschopoulos(1984)<doi:10.1007/BF02481123>, Barnabani(2017)<doi:10.1080/03610918.2014.963612>, Hu et al.(2020)<doi:10.1007/s00180-019-00924-9>.
Author: Chaoran Hu [aut, cre], Vladimir Pozdnyakov [ths], Jun Yan [ths]
Maintainer: Chaoran Hu <huchaoran.stat@gmail.com>

Diff between coga versions 1.2.2 dated 2024-01-10 and 1.2.3 dated 2026-03-07

 DESCRIPTION         |    8 ++++----
 MD5                 |   16 ++++++++--------
 NEWS.md             |    8 ++++++++
 R/coga.R            |    2 +-
 configure           |   18 +++++++++---------
 configure.ac        |    2 +-
 inst/CITATION       |    8 ++++----
 man/coga.Rd         |    2 +-
 src/RcppExports.cpp |   48 ++++++++++++++++++++++++------------------------
 9 files changed, 60 insertions(+), 52 deletions(-)

More information about coga at CRAN
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Package clinpubr updated to version 1.3.0 with previous version 1.2.0 dated 2026-01-08

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>

Diff between clinpubr versions 1.2.0 dated 2026-01-08 and 1.3.0 dated 2026-03-07

 DESCRIPTION                         |   20 -
 MD5                                 |   33 +-
 NAMESPACE                           |    3 
 NEWS.md                             |   31 --
 R/baseline_table.R                  |   15 
 R/data_overview.R                   |   12 
 R/data_screen.R                     |only
 R/misc.R                            |  179 +++++++++++
 R/utils.R                           |    2 
 README.md                           |   51 +++
 man/data_overview.Rd                |    6 
 man/detect_outliers.Rd              |   94 +++---
 man/keep_by_keyword.Rd              |only
 man/merge_by_substring.Rd           |   98 +++---
 man/screen_data_list.Rd             |only
 man/to_wide.Rd                      |only
 tests/testthat/test-data_overview.R |  548 ++++++++++++++++++------------------
 tests/testthat/test-data_screen.R   |only
 tests/testthat/test-mark_outlier.R  |  276 +++++++++---------
 tests/testthat/test-misc.R          |  105 ++++++
 20 files changed, 908 insertions(+), 565 deletions(-)

More information about clinpubr at CRAN
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