OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Statistical Software is 3. 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 2021-06-01 to 2025-06-01.)

Article	Citations
fairadapt: Causal Reasoning for Fair Data Preprocessing	263
Learning Base R (2nd Edition)	198
Emulation and History Matching Using the hmer Package	91
Fast Penalized Regression and Cross Validation for Tall Data with the oem Package	67
openTSNE: A Modular Python Library for t-SNE Dimensionality Reduction and Embedding	66
The poolr Package for Combining Independent and Dependent p Values	58
intRinsic: An R Package for Model-Based Estimation of the Intrinsic Dimension of a Dataset	55
Spbsampling: An R Package for Spatially Balanced Sampling	53
GET: Global Envelopes in R	51
ParMA: Parallelized Bayesian Model Averaging for Generalized Linear Models	48
Birth-and-Death Processes in Python: The BirDePy Package	47
carat: An R Package for Covariate-Adaptive Randomization in Clinical Trials	43
mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in R	37
varTestnlme: An R Package for Variance Components Testing in Linear and Nonlinear Mixed-Effects Models	35
tlrmvnmvt: Computing High-Dimensional Multivariate Normal and Student- t Probabilities with Low-Ra	34
spsur: An R Package for Dealing with Spatial Seemingly Unrelated Regression Models	27
More on Multidimensional Scaling and Unfolding in R: smacof Version 2	25
DoubleML: An Object-Oriented Implementation of Double Machine Learning in R	23
Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations	19
Event History Regression with Pseudo-Observations: Computational Approaches and an Implementation in R	18
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model	17
sparsegl: An R Package for Estimating Sparse Group Lasso	17
Holistic Generalized Linear Models	16
Modeling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temporal Data Using FRK	15
How to Interpret Statistical Models Using marginaleffects for R and Python	15

Pro Data Visualization Using R and JavaScript: Analyze and Visualize Key Data on the Web	14
BEKKs: An R Package for Estimation of Conditional Volatility of Multivariate Time Series	14
bizicount: Bivariate Zero-Inflated Count Copula Regression Using R	13
GMM Estimators for Binary Spatial Models in R	12
calculus: High-Dimensional Numerical and Symbolic Calculus in R	12
PUMP: Estimating Power, Minimum Detectable Effect Size, and Sample Size When Adjusting for Multiple Outcomes in Multi-Level Experiments	12
Additive Bayesian Network Modeling with the R Package abn	11
funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs	11
Modeling Population Growth in R with the biogrowth Package	11
magi: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-Constrained Gaussian Processes	10
Elastic Net Regularization Paths for All Generalized Linear Models	10
rags2ridges: A One-Stop- ℓ2	9
Split-Apply-Combine with Dynamic Grouping	9
Estimating Conditional Distributions with Neural Networks Using R Package deeptrafo	9
A Practitioner's Guide and MATLAB Toolbox for Mixed Frequency State Space Models	8
tidypaleo: Visualizing Paleoenvironmental Archives Using ggplot2	8
anomaly: Detection of Anomalous Structure in Time Series Data	8
Stability Selection and Consensus Clustering in R: The R Package sharp	7
Efficient Multiple Imputation for Diverse Data in Python and R: MIDASpy and rMIDAS	7
Panel Data Visualization in R (panelView) and Stata (panelview)	6
exuber: Recursive Right-Tailed Unit Root Testing with R	6
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood	6
spNNGP R Package for Nearest Neighbor Gaussian Process Models	6
Blang: Bayesian Declarative Modeling of General Data Structures and Inference via Algorithms Based on Distribution Continua	5
lpdensity: Local Polynomial Density Estimation and Inference	5
Doing Meta-Analysis with R - A Hands-On Guide	5
Broken Stick Model for Irregular Longitudinal Data	5
scikit-fda: A Python Package for Functional Data Analysis	5
Monotone Regression: A Simple and Fast O(n) PAVA Implementation	5
MLGL: An R Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso	5
econet: An R Package for Parameter-Dependent Network Centrality Measures	5
Hierarchical Clustering with Contiguity Constraint in R	5
The R Package tipsae: Tools for Mapping Proportions and Indicators on the Unit Interval	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
deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression	4
AMR: An R Package for Working with Antimicrobial Resistance Data	4
Interpreting Deep Neural Networks with the Package innsight	4
pyrichlet: A Python Package for Density Estimation and Clustering Using Gaussian Mixture Models	4
jti and sparta: Time and Space Efficient Packages for Model-Based Prediction in Large Bayesian Networks	4
GaussianProcesses.jl: A Nonparametric Bayes Package for the Julia Language	4
hdpGLM: An R Package to Estimate Heterogeneous Effects in Generalized Linear Models Using Hierarchical Dirichlet Process	3
Bambi: A Simple Interface for Fitting Bayesian Linear Models in Python	3
scikit-mobility: A Python Library for the Analysis, Generation, and Risk Assessment of Mobility Data	3
plot3logit: Ternary Plots for Interpreting Trinomial Regression Models	3
netmeta: An R Package for Network Meta-Analysis Using Frequentist Methods	3
RecordTest: An R Package to Analyze Non-Stationarity in the Extremes Based on Record-Breaking Events	3
Fast Kernel Smoothing in R with Applications to Projection Pursuit	3
spsurvey: Spatial Sampling Design and Analysis in R	3