OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Statistical Software is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Bayesian Item Response Modeling in R with brms and Stan	236
cutpointr: Improved Estimation and Validation of Optimal Cutpoints in R	208
netmeta: An R Package for Network Meta-Analysis Using Frequentist Methods	99
Elastic Net Regularization Paths for All Generalized Linear Models	95
Permutation Tests for Regression, ANOVA, and Comparison of Signals: The permuco Package	85
Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package	60
multimode: An R Package for Mode Assessment	60
Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations	50
The poolr Package for Combining Independent and Dependent p	41
stringi: Fast and Portable Character String Processing in R	40
sensobol: An R Package to Compute Variance-Based Sensitivity Indices	38
qgam: Bayesian Nonparametric Quantile Regression Modeling in R	37
Bambi: A Simple Interface for Fitting Bayesian Linear Models in Python	33
Efficient Bayesian Structural Equation Modeling in Stan	32
modelsummary: Data and Model Summaries in R	32
More on Multidimensional Scaling and Unfolding in R: smacof Version 2	31
Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem	30
ergm 4: New Features for Analyzing Exponential-Family Random Graph Models	29
Simulating Survival Data Using the simsurv R Package	28
FRK: An R Package for Spatial and Spatio-Temporal Prediction with Large Datasets	28
Regularized Ordinal Regression and the ordinalNet R Package	27
scikit-mobility: A Python Library for the Analysis, Generation, and Risk Assessment of Mobility Data	27
Conditional Model Selection in Mixed-Effects Models with cAIC4	27
Modeling Univariate and Multivariate Stochastic Volatility in R with stochvol and factorstochvol	26
AMR: An R Package for Working with Antimicrobial Resistance Data	26

mexhaz: An R Package for Fitting Flexible Hazard-Based Regression Models for Overall and Excess Mortality with a Random Effect	24
New Frontiers in Bayesian Modeling Using the INLA Package in R	24
Applying Meta-Analytic-Predictive Priors with the R Bayesian Evidence Synthesis Tools	22
microsynth: Synthetic Control Methods for Disaggregated and Micro-Level Data in R	22
NeuralSens: Sensitivity Analysis of Neural Networks	22
BFpack: Flexible Bayes Factor Testing of Scientific Theories in R	22
Hierarchical Clustering with Contiguity Constraint in R	20
Analysis of Multiplex Social Networks with R	20
hetGP: Heteroskedastic Gaussian Process Modeling and Sequential Design in R	20
evgam: An R Package for Generalized Additive Extreme Value Models	19
JointAI: Joint Analysis and Imputation of Incomplete Data in R	19
spsurvey: Spatial Sampling Design and Analysis in R	18
BVAR: Bayesian Vector Autoregressions with Hierarchical Prior Selection in R	18
Flexible Scan Statistics for Detecting Spatial Disease Clusters: The rflexscan R Package	15
The R Package sentometrics to Compute, Aggregate, and Predict with Textual Sentiment	15
mosum: A Package for Moving Sums in Change-Point Analysis	14
The R Package stagedtrees for Structural Learning of Stratified Staged Trees	14
tidypaleo: Visualizing Paleoenvironmental Archives Using ggplot2	13
Model-Based Clustering, Classification, and Discriminant Analysis Using the Generalized Hyperbolic Distribution: MixGHD R package	13
Shrinkage in the Time-Varying Parameter Model Framework Using the R Package shrinkTVP	13
GaussianProcesses.jl: A Nonparametric Bayes Package for the Julia Language	12
SeqNet: An R Package for Generating Gene-Gene Networks and Simulating RNA-Seq Data	11
svars: An R Package for Data-Driven Identification in Multivariate Time Series Analysis	11
Modeling Population Growth in R with the biogrowth Package	11
D-STEM v2: A Software for Modeling Functional Spatio-Temporal Data	10
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)	10
spNNGP R Package for Nearest Neighbor Gaussian Process Models	10
covsim: An R Package for Simulating Non-Normal Data for Structural Equation Models Using Copulas	10
Optimal Design Generation and Power Evaluation in R: The skpr Package	10
logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations	10
Subgroup Identification Using the personalized Package	10
exuber: Recursive Right-Tailed Unit Root Testing with R	9
lpdensity: Local Polynomial Density Estimation and Inference	9
BNPmix: An R Package for Bayesian Nonparametric Modeling via Pitman-Yor Mixtures	9
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation	9
Regression Modeling for Recurrent Events Possibly with an Informative Terminal Event Using R Package reReg	9
Data Validation Infrastructure for R	9
calculus: High-Dimensional Numerical and Symbolic Calculus in R	8
Informed Bayesian Inference for the A/B Test	8
Bayesian Structure Learning and Sampling of Bayesian Networks with the R Package BiDAG	8
The adoptr Package: Adaptive Optimal Designs for Clinical Trials in R	8
Robust Mediation Analysis: The R Package robmed	8
Statistical Network Analysis with Bergm	8
IncDTW: An R Package for Incremental Calculation of Dynamic Time Warping	8
Bayesian Multivariate Spatial Models for Lattice Data with INLA	6
BAMBI: An R Package for Fitting Bivariate Angular Mixture Models	6
DataFrames.jl: Flexible and Fast Tabular Data in Julia	6
BGVAR: Bayesian Global Vector Autoregressions with Shrinkage Priors in R	6
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach	6
Ball: An R Package for Detecting Distribution Difference and Association in Metric Spaces	6

Event History Regression with Pseudo-Observations: Computational Approaches and an Implementation in R	5
subtee: An R Package for Subgroup Treatment Effect Estimation in Clinical Trials	5
bootUR: An R Package for Bootstrap Unit Root Tests	5
Inference Tools for Markov Random Fields on Lattices: The R Package mrf2d	5
econet: An R Package for Parameter-Dependent Network Centrality Measures	5
Broken Stick Model for Irregular Longitudinal Data	5
The JuliaConnectoR: A Functionally-Oriented Interface for Integrating Julia in R	5
The R Package forestinventory: Design-Based Global and Small Area Estimations for Multiphase Forest Inventories	5
BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression	5
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood	5
REndo: Internal Instrumental Variables to Address Endogeneity	5
Blang: Bayesian Declarative Modeling of General Data Structures and Inference via Algorithms Based on Distribution Continua	4
Pathogen.jl: Infectious Disease Transmission Network Modeling with Julia	4
carat: An R Package for Covariate-Adaptive Randomization in Clinical Trials	4
Sequential Monte Carlo Methods in the nimble and nimbleSMC R Packages	4
Efficient Multiple Imputation for Diverse Data in Python and R: MIDASpy and rMIDAS	4
drda: An R Package for Dose-Response Data Analysis Using Logistic Functions	4
Additive Bayesian Network Modeling with the R Package abn	4
Data Science in Stata 16: Frames, Lasso, and Python Integration	4
Dimension Reduction for Time Series in a Blind Source Separation Context Using R	4
Application of Equal Local Levels to Improve Q-Q Plot Testing Bands with R Package qqconf	4