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 2021-09-01 to 2025-09-01.)

Article	Citations
Learning Base R (2nd Edition)	309
Fast Penalized Regression and Cross Validation for Tall Data with the oem Package	250
Emulation and History Matching Using the hmer Package	113
openTSNE: A Modular Python Library for t-SNE Dimensionality Reduction and Embedding	109
The poolr Package for Combining Independent and Dependent p Values	79
fairadapt: Causal Reasoning for Fair Data Preprocessing	75
Spbsampling: An R Package for Spatially Balanced Sampling	61
carat: An R Package for Covariate-Adaptive Randomization in Clinical Trials	59
ParMA: Parallelized Bayesian Model Averaging for Generalized Linear Models	58
Birth-and-Death Processes in Python: The BirDePy Package	56
intRinsic: An R Package for Model-Based Estimation of the Intrinsic Dimension of a Dataset	54
GET: Global Envelopes in R	46
spsur: An R Package for Dealing with Spatial Seemingly Unrelated Regression Models	45
varTestnlme: An R Package for Variance Components Testing in Linear and Nonlinear Mixed-Effects Models	38
More on Multidimensional Scaling and Unfolding in R: smacof Version 2	38
stopp: An R Package for Spatio-Temporal Point Pattern Analysis	32
tlrmvnmvt: Computing High-Dimensional Multivariate Normal and Student- t Probabilities with Low-Ra	30
DoubleML: An Object-Oriented Implementation of Double Machine Learning in R	27
Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations	27
mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in R	23
pymle: A Python Package for Maximum Likelihood Estimation and Simulation of Stochastic Differential Equations	22
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model	21
sparsegl: An R Package for Estimating Sparse Group Lasso	20
Estimating Spatial Dynamic Panel Data Models with Unobserved Common Factors in Stata	19
Event History Regression with Pseudo-Observations: Computational Approaches and an Implementation in R	19

Holistic Generalized Linear Models	18
Modeling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temporal Data Using FRK	18
How to Interpret Statistical Models Using marginaleffects for R and Python	17
BEKKs: An R Package for Estimation of Conditional Volatility of Multivariate Time Series	17
bizicount: Bivariate Zero-Inflated Count Copula Regression Using R	16
Pro Data Visualization Using R and JavaScript: Analyze and Visualize Key Data on the Web	16
GMM Estimators for Binary Spatial Models in R	15
dame-flame: A Python Package Providing Fast Interpretable Matching for Causal Inference	14
PUMP: Estimating Power, Minimum Detectable Effect Size, and Sample Size When Adjusting for Multiple Outcomes in Multi-Level Experiments	14
calculus: High-Dimensional Numerical and Symbolic Calculus in R	14
Additive Bayesian Network Modeling with the R Package abn	13
Modeling Population Growth in R with the biogrowth Package	13
funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs	12
Elastic Net Regularization Paths for All Generalized Linear Models	12
Split-Apply-Combine with Dynamic Grouping	11
Estimating Conditional Distributions with Neural Networks Using R Package deeptrafo	11
magi: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-Constrained Gaussian Processes	11
rags2ridges: A One-Stop- ℓ2	11
A Practitioner's Guide and MATLAB Toolbox for Mixed Frequency State Space Models	10
tidypaleo: Visualizing Paleoenvironmental Archives Using ggplot2	10
spNNGP R Package for Nearest Neighbor Gaussian Process Models	9
anomaly: Detection of Anomalous Structure in Time Series Data	9
Stability Selection and Consensus Clustering in R: The R Package sharp	8
exuber: Recursive Right-Tailed Unit Root Testing with R	8
Efficient Multiple Imputation for Diverse Data in Python and R: MIDASpy and rMIDAS	8
BayesMortalityPlus: A Package in R for Bayesian Mortality Modeling	7
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood	7
Blang: Bayesian Declarative Modeling of General Data Structures and Inference via Algorithms Based on Distribution Continua	7
Panel Data Visualization in R (panelView) and Stata (panelview)	7
MLGL: An R Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso	7
scikit-fda: A Python Package for Functional Data Analysis	6
econet: An R Package for Parameter-Dependent Network Centrality Measures	6
Broken Stick Model for Irregular Longitudinal Data	6
lpdensity: Local Polynomial Density Estimation and Inference	6
GaussianProcesses.jl: A Nonparametric Bayes Package for the Julia Language	5
Hierarchical Clustering with Contiguity Constraint in R	5
Monotone Regression: A Simple and Fast O(n) PAVA Implementation	5
Extremes.jl: Extreme Value Analysis in Julia	5
Interpreting Deep Neural Networks with the Package innsight	5
Doing Meta-Analysis with R - A Hands-On Guide	5
jti and sparta: Time and Space Efficient Packages for Model-Based Prediction in Large Bayesian Networks	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
AMR: An R Package for Working with Antimicrobial Resistance Data	4
The R Package tipsae: Tools for Mapping Proportions and Indicators on the Unit Interval	4
pyrichlet: A Python Package for Density Estimation and Clustering Using Gaussian Mixture Models	4
Multivariate Normal Variance Mixtures in R: The R Package nvmix	4
logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations	4
Fast Kernel Smoothing in R with Applications to Projection Pursuit	4