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 2022-01-01 to 2026-01-01.)

Article	Citations
Learning Base R (2nd Edition)	417
Fast Penalized Regression and Cross Validation for Tall Data with the oem Package	317
Exploring Data Subsets with vtree	196
fairadapt: Causal Reasoning for Fair Data Preprocessing	139
Emulation and History Matching Using the hmer Package	99
openTSNE : A Modular Python Library for t-SNE Dimensionality Reduction and Embedding	88
The poolr Package for Combining Independent and Dependent p Values	88
Spbsampling: An R Package for Spatially Balanced Sampling	78
carat: An R Package for Covariate-Adaptive Randomization in Clinical Trials	71
GET: Global Envelopes in R	69
ParMA: Parallelized Bayesian Model Averaging for Generalized Linear Models	68
Birth-and-Death Processes in Python: The BirDePy Package	60
intRinsic: An R Package for Model-Based Estimation of the Intrinsic Dimension of a Dataset	55
pymle: A Python Package for Maximum Likelihood Estimation and Simulation of Stochastic Differential Equations	55
spsur: An R Package for Dealing with Spatial Seemingly Unrelated Regression Models	46
DoubleML: An Object-Oriented Implementation of Double Machine Learning in R	44
mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in R	43
stopp: An R Package for Spatio-Temporal Point Pattern Analysis	39
varTestnlme: An R Package for Variance Components Testing in Linear and Nonlinear Mixed-Effects Models	36
tlrmvnmvt: Computing High-Dimensional Multivariate Normal and Student- t Probabilities with Low-Ra	31
More on Multidimensional Scaling and Unfolding in R: smacof Version 2	30
Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations	29
sparsegl: An R Package for Estimating Sparse Group Lasso	29
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model	29
TSCI: Two Stage Curvature Identification for Causal Inference with Invalid Instruments in R	20

Event History Regression with Pseudo-Observations: Computational Approaches and an Implementation in R	20
NUBO: A Transparent Python Package for Bayesian Optimization	20
Modeling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temporal Data Using FRK	20
How to Interpret Statistical Models Using marginaleffects for R and Python	19
Estimating Spatial Dynamic Panel Data Models with Unobserved Common Factors in Stata	19
Holistic Generalized Linear Models	19
Pro Data Visualization Using R and JavaScript: Analyze and Visualize Key Data on the Web	19
GMM Estimators for Binary Spatial Models in R	18
calculus: High-Dimensional Numerical and Symbolic Calculus in R	18
BEKKs: An R Package for Estimation of Conditional Volatility of Multivariate Time Series	17
bizicount: Bivariate Zero-Inflated Count Copula Regression Using R	17
dame-flame: A Python Package Providing Fast Interpretable Matching for Causal Inference	16
PUMP: Estimating Power, Minimum Detectable Effect Size, and Sample Size When Adjusting for Multiple Outcomes in Multi-Level Experiments	16
Additive Bayesian Network Modeling with the R Package abn	14
funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs	14
mdendro: An R Package for Extended Agglomerative Hierarchical Clustering	14
Modeling Population Growth in R with the biogrowth Package	13
Elastic Net Regularization Paths for All Generalized Linear Models	13
magi: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-Constrained Gaussian Processes	11
Split-Apply-Combine with Dynamic Grouping	11
rags2ridges: A One-Stop- ℓ2	11
tidypaleo: Visualizing Paleoenvironmental Archives Using ggplot2	10
Estimating Conditional Distributions with Neural Networks Using R Package deeptrafo	10
Stability Selection and Consensus Clustering in R: The R Package sharp	9
Optimum Allocation for Adaptive Multi-Wave Sampling in R: The R Package optimall	9
A Practitioner's Guide and MATLAB Toolbox for Mixed Frequency State Space Models	9
spNNGP R Package for Nearest Neighbor Gaussian Process Models	8
anomaly: Detection of Anomalous Structure in Time Series Data	8
Efficient Multiple Imputation for Diverse Data in Python and R: MIDASpy and rMIDAS	8
Benchpress : A Versatile Platform for Structure Learning in Causal and Probabilistic Graphical Models	8
Blang: Bayesian Declarative Modeling of General Data Structures and Inference via Algorithms Based on Distribution Continua	7
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood	7
exuber: Recursive Right-Tailed Unit Root Testing with R	7
MLGL: An R Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso	7
BayesMortalityPlus: A Package in R for Bayesian Mortality Modeling	7
Broken Stick Model for Irregular Longitudinal Data	6
scikit-fda: A Python Package for Functional Data Analysis	6
Panel Data Visualization in R (panelView) and Stata (panelview)	6
econet: An R Package for Parameter-Dependent Network Centrality Measures	6
GLMcat: An R Package for Generalized Linear Models for Categorical Responses	6
Mixed-Effects Additive Transformation Models with the R Package tramME	6
lpdensity: Local Polynomial Density Estimation and Inference	6
Monotone Regression: A Simple and Fast O(n) PAVA Implementation	5
GaussianProcesses.jl: A Nonparametric Bayes Package for the Julia Language	5
ebnm: An R Package for Solving the Empirical Bayes Normal Means Problem Using a Variety of Prior Families	5
Doing Meta-Analysis with R - A Hands-On Guide	5
Hierarchical Clustering with Contiguity Constraint in R	5
Interpreting Deep Neural Networks with the Package innsight	5
Multivariate Normal Variance Mixtures in R: The R Package nvmix	4
Extremes.jl: Extreme Value Analysis in Julia	4

The R Package tipsae: Tools for Mapping Proportions and Indicators on the Unit Interval	4
Fast Kernel Smoothing in R with Applications to Projection Pursuit	4
scikit-mobility: A Python Library for the Analysis, Generation, and Risk Assessment of Mobility Data	4
jti and sparta: Time and Space Efficient Packages for Model-Based Prediction in Large Bayesian Networks	4
AMR : An R Package for Working with Antimicrobial Resistance Data	4
pyrichlet: A Python Package for Density Estimation and Clustering Using Gaussian Mixture Models	4
hdpGLM: An R Package to Estimate Heterogeneous Effects in Generalized Linear Models Using Hierarchical Dirichlet Process	4
deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression	4
SURVEYHLM: A SAS Macro for Multilevel Analysis with Large-Scale Educational Assessment Data	4
logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations	4
RecordTest: An R Package to Analyze Non-Stationarity in the Extremes Based on Record-Breaking Events	4