December 2025 in CRAN

Part of Q4 2025 and 2025.

Final

194

New packages

963

Updated

211

Archived

231.9M

Downloads

New packages (60+)

stoichUtilities User Tools for Accessing the STOICH Project Database	2025-12-01
convergenceDFM Convergence and Dynamic Factor Models	2025-12-01
barry Your Go-to Motif Accountant	2025-12-01
TopicTestlet A Topic Testlet Model for Calibrating Testlet Constructed Responses	2025-12-01
distionary Create and Evaluate Probability Distributions	2025-12-01
heavytails Estimators and Algorithms for Heavy-Tailed Distributions	2025-12-01
trunmnt Moments of Truncated Multivariate Normal Distribution	2025-12-01
energyGOF Goodness-of-Fit Tests for Univariate Data via Energy	2025-12-01
SpuriousMemory Testing True Long Memory Against Spurious Long Memory	2025-12-01
MLFDR High Dimensional Mediation Analysis using Local False Discovery Rates	2025-12-01
secrfunc Helper Functions for Package 'secr'	2025-12-01
bigPLSR Partial Least Squares Regression Models with Big Matrices	2025-12-01
ExpBites Analyzing Human Exposure to Mosquito Biting	2025-12-01
DSFM Distributed Skew Factor Model Estimation Methods	2025-12-01
LBBNN Latent Binary Bayesian Neural Networks Using 'torch'	2025-12-01
PSPI Propensity Score Predictive Inference for Generalizability	2025-12-01
odiffr Fast Pixel-by-Pixel Image Comparison Using 'odiff'	2025-12-01
StealLikeBayes A Compendium of Bayesian Statistical Routines Written in 'C++'	2025-12-02
Sobol4R Sobol Indices for Models with Fixed and Stochastic Parameters	2025-12-02
min2HalfFFD Minimally Changed Two-Level Half-Fractional Factorial Designs	2025-12-02
PEAXAI Probabilistic Efficiency Analysis Using Explainable Artificial Intelligence	2025-12-02
motherduck Utilities for Managing a 'Motherduck' Database	2025-12-02
taskqueue Task Queue for Parallel Computing Based on PostgreSQL	2025-12-03
SHAKTI Suite for Heat-Related Adsorption Knowledge and Thermodynamic Inference	2025-12-03
geopsych Methods of Applied Psychology and Psychometrics in Geographical Analysis	2025-12-03
MultiRFM High-Dimensional Multi-Study Robust Factor Model	2025-12-03
statisR STATIS and STATIS DUAL Multivariate Methods	2025-12-03
CimpleG A Method to Identify Single CpG Sites for Classification and Deconvolution	2025-12-03
FoRDM Forest Many-Objective Robust Decision Making ('FoRDM')	2025-12-03
osrm.backend Bindings for 'Open Source Routing Machine'	2025-12-03
rlppinv Linear Programming via Regularized Least Squares	2025-12-03
rtmpinv Tabular Matrix Problems via Pseudoinverse Estimation	2025-12-03
snic Superpixel Segmentation with the Simple Non-Iterative Clustering Algorithm	2025-12-03
SFOCDs Space Filling Optimal Covariate Designs	2025-12-04
blockedFF Generation of Blocked Fractional Factorial Designs (Two-Level and Three-Level)	2025-12-04
dauR Datasets for "Sampling and Data Analysis Using R: Theory and Practice"	2025-12-04
TFORGE Tests for Geophysical Eigenvalues	2025-12-04
caugi Causal Graph Interface	2025-12-04
cifmodeling Visualization and Polytomous Modeling of Survival and Competing Risks	2025-12-04
dentomedical Publication-Ready Descriptive, Bivariate, Regression, Correlation and Diagnostic Accuracy Tools for Medical and Dental Data	2025-12-04
pater Turn a URL Pathname into a Regular Expression	2025-12-05
Ditwah Ditwah Storm Data and Tools for Storm Monitoring and Early Warning November 2025, Sri Lanka	2025-12-05
moodlequiz R Markdown format for 'Moodle' XML cloze quizzes	2025-12-06
lvimp Perform Inference on Summaries of Longitudinal Algorithm-Agnostic Variable Importance	2025-12-06
zarr Native and Extensible R Driver for 'Zarr'	2025-12-06
micvar Order Selection in Vector Autoregression by Mean Square Information Criteria	2025-12-08
rdcor Rank Distance Correlation Coefficient	2025-12-08
famish Flexibly Tune Families of Probability Distributions	2025-12-08
distplyr Manipulate and Combine Probability Distributions	2025-12-08
charisma Reproducible Color Characterization of Digital Images for Biological Studies	2025-12-08
MAIVE Meta Analysis Instrumental Variable Estimator	2025-12-08
gvcAnalyzer Global Value Chain Decomposition for Value-Added Trade	2025-12-09
decompositionLE Provides Easy Methods to Perform Life Expectancy Decomposition	2025-12-09
aNCA (Pre-)Clinical NCA in a Dynamic Shiny App	2025-12-09
resizableSplitLayout Resizable Split Layout Module for 'shiny'	2025-12-09
RealSurvSim Simulate Survival Data	2025-12-09
SIP Single-Iteration Permutation for Large-Scale Biobank Data	2025-12-09
valueprhr Value-Price Analysis with Bayesian and Panel Data Methods	2025-12-09
VCBART Fit Varying Coefficient Models with Bayesian Additive Regression Trees	2025-12-09
SSLfmm Semi-Supervised Learning under a Mixed-Missingness Mechanism in Finite Mixture Models	2025-12-09

Archived / removed

Why

87 issues were not addressed in time
47 issues were not corrected despite reminders
22 issues were not corrected in time
15 email to the maintainer is undeliverable
9 the maintainer's request
4 policy violation. On Internet access
3 requires archived package 'biclust'
3 requires archived package 'vip'

heuristicsmineR email to the maintainer is undeliverable	2025-12-29
Rcpp11 email to the maintainer is undeliverable	2025-12-26
BClustLonG issues were not addressed in time	2025-12-25
BOSSreg issues were not addressed in time	2025-12-25
BVSNLP issues were not addressed in time	2025-12-25
BayesRGMM issues were not addressed in time	2025-12-25
CASMAP issues were not addressed in time	2025-12-25
CircSpaceTime issues were not addressed in time	2025-12-25
CoOL issues were not addressed in time	2025-12-25
DGM issues were not addressed in time	2025-12-25
DSSP issues were not addressed in time	2025-12-25
DriftBurstHypothesis issues were not addressed in time	2025-12-25
DtD issues were not addressed in time	2025-12-25
FIT issues were not addressed in time	2025-12-25
FSInteract issues were not addressed in time	2025-12-25
FarmTest issues were not addressed in time	2025-12-25
GMKMcharlie issues were not addressed in time	2025-12-25
GPM issues were not addressed in time	2025-12-25
HEMDAG issues were not addressed in time	2025-12-25
HMMEsolver issues were not addressed in time	2025-12-25
HMMmlselect issues were not addressed in time	2025-12-25
LassoGEE issues were not addressed in time	2025-12-25
NestedCategBayesImpute issues were not addressed in time	2025-12-25
PLSiMCpp issues were not addressed in time	2025-12-25
PQLseq issues were not addressed in time	2025-12-25
PhenotypeSimulator issues were not addressed in time	2025-12-25
SFS issues were not addressed in time	2025-12-25
SMITIDvisu issues were not addressed in time	2025-12-25
SMMA issues were not addressed in time	2025-12-25
SMME issues were not addressed in time	2025-12-25
SNPknock issues were not addressed in time	2025-12-25
StepSignalMargiLike issues were not addressed in time	2025-12-25
TransPhylo issues were not addressed in time	2025-12-25
VUROCS issues were not addressed in time	2025-12-25
adaHuber issues were not addressed in time	2025-12-25
agtboost issues were not addressed in time	2025-12-25
ahMLE issues were not addressed in time	2025-12-25
bayescopulareg issues were not addressed in time	2025-12-25
bestridge issues were not addressed in time	2025-12-25
biClassify issues were not addressed in time	2025-12-25
cPCG issues were not addressed in time	2025-12-25
chunkR issues were not addressed in time	2025-12-25
clusterHD issues were not addressed in time	2025-12-25
cmenet issues were not addressed in time	2025-12-25
concom issues were not addressed in time	2025-12-25
covTestR issues were not addressed in time	2025-12-25
coxrt issues were not addressed in time	2025-12-25
cusum issues were not addressed in time	2025-12-25
dgumbel issues were not addressed in time	2025-12-25
dsmisc issues were not addressed in time	2025-12-25
em issues were not addressed in time	2025-12-25
fastcmh issues were not addressed in time	2025-12-25
fasterElasticNet issues were not addressed in time	2025-12-25
flamingos issues were not addressed in time	2025-12-25
fmerPack issues were not addressed in time	2025-12-25
fourPNO issues were not addressed in time	2025-12-25
fssemR issues were not addressed in time	2025-12-25
gbp issues were not addressed in time	2025-12-25
geoFKF issues were not addressed in time	2025-12-25
geoFourierFDA issues were not addressed in time	2025-12-25

Downloads

231.9M

Total downloads

-3.3%

vs prior period

Most downloaded

1	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	2M
2	Rcpp Seamless R and C++ Integration	1.9M
3	rlang Functions for Base Types and Core R and 'Tidyverse' Features	1.8M
4	cli Helpers for Developing Command Line Interfaces	1.7M
5	tibble Simple Data Frames	1.7M
6	dplyr A Grammar of Data Manipulation	1.7M
7	lifecycle Manage the Life Cycle of your Package Functions	1.6M
8	vctrs Vector Helpers	1.6M
9	rmarkdown Dynamic Documents for R	1.6M
10	scales Scale Functions for Visualization	1.5M
11	glue Interpreted String Literals	1.5M
12	magrittr A Forward-Pipe Operator for R	1.5M
13	tidyr Tidy Messy Data	1.5M
14	R6 Encapsulated Classes with Reference Semantics	1.5M
15	purrr Functional Programming Tools	1.5M
16	jsonlite A Simple and Robust JSON Parser and Generator for R	1.5M
17	gtable Arrange 'Grobs' in Tables	1.4M
18	withr Run Code 'With' Temporarily Modified Global State	1.4M
19	pillar Coloured Formatting for Columns	1.4M
20	curl A Modern and Flexible Web Client for R	1.4M

Fastest growing

1	resilience Predictors of Resilience to a Stressor in a Single-Arm Study	+999%+
2	networkscaleup Network Scale-Up Models for Aggregated Relational Data	+999%+
3	ars Adaptive Rejection Sampling	+999%+
4	easybgm Extracting and Visualizing Bayesian Graphical Models	+999%+
5	matRiks Generates Raven-Like Matrices According to Rules	+999%+
6	EvaluateCore Quality Evaluation of Core Collections	+999%+
7	BioCro Modular Crop Growth Simulations	+999%+
8	MeasurementDiagnostics Diagnostics for Lists of Codes Based on Measurements	+999%+
9	brfinance Access to Brazilian Macroeconomic and Financial Time Series	+999%+
10	CalibrationCurves Calibration Performance	+999%+
11	BGGM Bayesian Gaussian Graphical Models	+999%+
12	valdr Access and Analyse 'VALD' Data via Our External 'APIs'	+999%+
13	unisensR Read 'Unisens' Data	+837%
14	ActCR Extract Circadian Rhythms Metrics from Actigraphy Data	+834%
15	read.gt3x Parse 'ActiGraph' 'GT3X'/'GT3X+' 'Accelerometer' Data	+821%
16	GGIRread Wearable Accelerometer Data File Readers	+761%
17	mcprogress Progress Bars and Messages for Parallel Processes	+686%
18	tidydr Unify Dimensionality Reduction Results	+684%
19	cosinor2 Extended Tools for Cosinor Analysis of Rhythms	+668%
20	configr An Implementation of Parsing and Writing Configuration File (JSON/INI/YAML/TOML)	+664%

Biggest debuts

1	enrichit 'C++' Implementations of Functional Enrichment Analysis	728
2	HCUPtools Access and Work with HCUP Resources and Datasets	684
3	motherduck Utilities for Managing a 'Motherduck' Database	386
4	pkgstats Metrics of R Packages	360
5	CimpleG A Method to Identify Single CpG Sites for Classification and Deconvolution	356
6	distionary Create and Evaluate Probability Distributions	342
7	waysign Multi-Purpose and High-Performance Routing	339
8	SHARK4R Accessing and Validating Marine Environmental Data from 'SHARK' and Related Databases	334
9	barry Your Go-to Motif Accountant	333
10	aNCA (Pre-)Clinical NCA in a Dynamic Shiny App	317
11	osdc Open Source Diabetes Classifier for Danish Registers	312
12	cifmodeling Visualization and Polytomous Modeling of Survival and Competing Risks	298
13	bigPLSR Partial Least Squares Regression Models with Big Matrices	293
14	odiffr Fast Pixel-by-Pixel Image Comparison Using 'odiff'	290
15	jollofR Small Area Population Estimation by Demographics	289
16	caugi Causal Graph Interface	289
17	snic Superpixel Segmentation with the Simple Non-Iterative Clustering Algorithm	279
18	osrm.backend Bindings for 'Open Source Routing Machine'	271
19	FoRDM Forest Many-Objective Robust Decision Making ('FoRDM')	271
20	LBBNN Latent Binary Bayesian Neural Networks Using 'torch'	270

Notable

Major version jumps

bupaR 0.5.5→1.0.0 mathjaxr 1.8-0→2.0-0 mixedbiastest 0.4.1→1.0.2 vegdata 0.9.12→1.9.15 hdf5lib 1.14.6.8→2.0.0.2 skytrackr 1.0→2.0 Compositional 7.9→8.0 MIC 1.2.0→2.0.0 SDModels 1.0.13→2.0.0 geess 0.1.2→1.0.0 rsynthbio 3.0.2→4.0.0 vaRiskScore 1.1.0→2.0.0 funtimes 9.1→10.0 terrainmeshr 0.1.0→1.0.1 IPEDSuploadables 2.11.0→3.0.0 rqlm 3.2-1→4.1-1 rswipl 9.3.21→10.0.0 mixgb 1.5.3→2.0.3 collinear 2.0.0→3.0.0 ggdiceplot 0.1.1→1.0.1

First-time CRAN authors

Casey Brucker Halvor Halvorson Eirik Høyheim Amogh Joshi ×2 Cheolju Kim ×2 Seung-Chun Lee Roderick Little Qidi Liu ×2 Nathalie Moise Chad Petersen Farid Rohan Asmita Roy Joseph Schwartz Lars Skaaret-Lund Shuyi Tan ×2 Cheng Tang ×2 Eli Wess Ben Wolstenholme Jiawei Xiong ×2 Zhipeng Zhu ×2