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 2021-11-01 to 2025-11-01.)

Article	Citations
Learning Base R (2nd Edition)	365
Emulation and History Matching Using the hmer Package	288
Exploring Data Subsets with vtree	150
fairadapt: Causal Reasoning for Fair Data Preprocessing	128
Fast Penalized Regression and Cross Validation for Tall Data with the oem Package	83
The poolr Package for Combining Independent and Dependent p Values	83
openTSNE: A Modular Python Library for t-SNE Dimensionality Reduction and Embedding	67
intRinsic: An R Package for Model-Based Estimation of the Intrinsic Dimension of a Dataset	66
Spbsampling: An R Package for Spatially Balanced Sampling	65
GET: Global Envelopes in R	62
carat: An R Package for Covariate-Adaptive Randomization in Clinical Trials	57
ParMA: Parallelized Bayesian Model Averaging for Generalized Linear Models	52
Birth-and-Death Processes in Python: The BirDePy Package	51
pymle: A Python Package for Maximum Likelihood Estimation and Simulation of Stochastic Differential Equations	49
spsur: An R Package for Dealing with Spatial Seemingly Unrelated Regression Models	42
mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in R	41
varTestnlme: An R Package for Variance Components Testing in Linear and Nonlinear Mixed-Effects Models	41
stopp: An R Package for Spatio-Temporal Point Pattern Analysis	34
DoubleML: An Object-Oriented Implementation of Double Machine Learning in R	32
tlrmvnmvt: Computing High-Dimensional Multivariate Normal and Student- t Probabilities with Low-Ra	27
Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations	26
More on Multidimensional Scaling and Unfolding in R: smacof Version 2	26
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model	24
Event History Regression with Pseudo-Observations: Computational Approaches and an Implementation in R	23
sparsegl: An R Package for Estimating Sparse Group Lasso	20

Modeling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temporal Data Using FRK	20
Estimating Spatial Dynamic Panel Data Models with Unobserved Common Factors in Stata	18
NUBO: A Transparent Python Package for Bayesian Optimization	18
How to Interpret Statistical Models Using marginaleffects for R and Python	18
Holistic Generalized Linear Models	17
TSCI: Two Stage Curvature Identification for Causal Inference with Invalid Instruments in R	17
Pro Data Visualization Using R and JavaScript: Analyze and Visualize Key Data on the Web	17
BEKKs: An R Package for Estimation of Conditional Volatility of Multivariate Time Series	16
bizicount: Bivariate Zero-Inflated Count Copula Regression Using R	16
calculus: High-Dimensional Numerical and Symbolic Calculus in R	16
dame-flame: A Python Package Providing Fast Interpretable Matching for Causal Inference	15
PUMP: Estimating Power, Minimum Detectable Effect Size, and Sample Size When Adjusting for Multiple Outcomes in Multi-Level Experiments	15
GMM Estimators for Binary Spatial Models in R	15
funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs	13
Additive Bayesian Network Modeling with the R Package abn	12
mdendro: An R Package for Extended Agglomerative Hierarchical Clustering	12
Modeling Population Growth in R with the biogrowth Package	11
Split-Apply-Combine with Dynamic Grouping	11
Elastic Net Regularization Paths for All Generalized Linear Models	11
rags2ridges: A One-Stop- ℓ2	10
Estimating Conditional Distributions with Neural Networks Using R Package deeptrafo	10
magi: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-Constrained Gaussian Processes	10
tidypaleo: Visualizing Paleoenvironmental Archives Using ggplot2	10
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
anomaly: Detection of Anomalous Structure in Time Series Data	8
spNNGP R Package for Nearest Neighbor Gaussian Process Models	8
Efficient Multiple Imputation for Diverse Data in Python and R: MIDASpy and rMIDAS	8
exuber: Recursive Right-Tailed Unit Root Testing with R	8
Blang: Bayesian Declarative Modeling of General Data Structures and Inference via Algorithms Based on Distribution Continua	7
Benchpress : A Versatile Platform for Structure Learning in Causal and Probabilistic Graphical Models	7
Stability Selection and Consensus Clustering in R: The R Package sharp	7
Broken Stick Model for Irregular Longitudinal Data	7
BayesMortalityPlus: A Package in R for Bayesian Mortality Modeling	7
MLGL: An R Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso	7
Panel Data Visualization in R (panelView) and Stata (panelview)	6
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood	6
GLMcat: An R Package for Generalized Linear Models for Categorical Responses	6
Mixed-Effects Additive Transformation Models with the R Package tramME	6
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
scikit-fda: A Python Package for Functional Data Analysis	5
lpdensity: Local Polynomial Density Estimation and Inference	5
econet: An R Package for Parameter-Dependent Network Centrality Measures	5
Hierarchical Clustering with Contiguity Constraint in R	5
AMR: An R Package for Working with Antimicrobial Resistance Data	4
Monotone Regression: A Simple and Fast O(n) PAVA Implementation	4
deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression	4
The R Package tipsae: Tools for Mapping Proportions and Indicators on the Unit Interval	4
Interpreting Deep Neural Networks with the Package innsight	4

GaussianProcesses.jl: A Nonparametric Bayes Package for the Julia Language	4
Multivariate Normal Variance Mixtures in R: The R Package nvmix	4
Extremes.jl: Extreme Value Analysis in Julia	4
logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations	4
jti and sparta: Time and Space Efficient Packages for Model-Based Prediction in Large Bayesian Networks	4