OOIR: Observatory of International Research

Papers

(The median citation count of Wiley Interdisciplinary Reviews-Computational Statistics is 1. 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 2022-05-01 to 2026-05-01.)

Article	Citations
A systematic review of exploratory factor analysis packages in R software	125
	86
The Mollified (Discrete) Uniform Distribution and Its Applications	53
	48
Projection‐based techniques for high‐dimensional optimal transport problems	41
Recent methods on short text stream clustering: A survey study	41
Utilizing Machine Learning for Early Intervention and Risk Management in the Opioid Overdose Crisis	35
Issue Information	33
Forensic Science and How Statistics Can Help It	32
Issue Information	31
A Bayesian theory of mind approach to modeling cooperation and communication	22
Review of Simulation Studies Evaluating Imputation Methods in High‐Dimensional Datasets	19
Digital Twins in Modern Healthcare: A Comprehensive Review of Architectures, Applications, and Challenges	18
Robust regression using probabilistically linked data	18
	17
From RNA sequencing measurements to the final results: A practical guide to navigating the choices and uncertainties of gene set analysis	16
A journey from univariate to multivariate functional time series: A comprehensive review	15
Orthogonal Arrays: A Review	15
A review of Monte Carlo and quasi‐Monte Carlo sampling techniques	15
Issue Information	13
Issue Information	13
Learning the sparse prior: Modern approaches	12
The discrete empirical interpolation method in class identification and data summarization	11
A comprehensive review of generative adversarial networks: Fundamentals, applications, and challenges	11
Neuroimaging statistical approaches for determining neural correlates of Alzheimer's disease via positron emission tomography imaging	10

Unsupervised clustering using nonparametric finite mixture models	9
Merging two cultures: Deep and statistical learning	9
Contrastive Dimension Reduction: A Systematic Review	8
Quality‐Diversity Methods for the Modern Data Scientist	8
	7
Error control in tree structured hypothesis testing	7
Convergence rates of Metropolis–Hastings algorithms	7
OMARS Designs for Factor Screening and Response Surface Experimentation in One Step: A Review	7
A Review of Benchmark and Test Functions for Global Optimization Algorithms and Metaheuristics	7
Theoretical Perspectives on Knowledge Distillation: A Review	7
Data validation and statistical issues such as power and other considerations in genome‐wide association study (GWAS)	7
A Guide to Designing Experiments to Test Statistical Graphics	7
Sequential Monte Carlo optimization and statistical inference	6
Vector AutoRegressive Moving Average Models: A Review	6
Halfspace Depth	6
On unbiasedness and biasedness of the Wilcoxon and some nonparametric tests	5
	5
Issue Information	5
The promise and limitations of formal privacy	5
Issue Information	5
	5
	5
Sequential change‐point detection: Computation versus statistical performance	4
Nonidentifiability of Within‐Cluster Dependence Parameters in Analytic Survey Inference	4
Data Analysis Using the Concentration Function	4
Optimal Experimental Designs for Sparse Functional Data: A Review	4
Issue Information	4
Text Mining in Bibliometrics and Science Mapping: A Methodological Review	4
Issue Information	4
Federated Learning: Examining Statistical Operating Characteristics in the Context of Privacy‐Preserving Information Sharing	4
Correction to “A Review of Benchmark and Test Functions for Global Optimization Algorithms and Metaheuristics”	4
Issue Information	4
Hidden Truncation Models: Theory and Applications	3
A review of N‐mixture models	3
A Review of Recent Advances in High‐Dimensional Quantile Regression	3
Surrogate Endpoints in Drug Development: A Review of Statistical and Regulatory Perspectives and Applications	3
A survey of numerical algorithms that can solve the Lasso problems	3
Tolerance limits for mixture‐of‐normal distributions with application to COVID‐19 data	3
Statistical Process Monitoring Based on Functional Data Analysis	3
Subgroup Identification via Multiple Change Point Detection: Methods and Applications	3
Cluster analysis: A modern statistical review	3
A spectrum of explainable and interpretable machine learning approaches for genomic studies	3
A review on computer model calibration	3
Advances in Continual Graph Learning for Anti‐Money Laundering Systems: A Comprehensive Review	2
A Systematic Review and Comparative Study of R Packages for Ordinal Response Regression Models	2
Issue Information	2
Recent advances on mechanisms of network generation: Community, exchangeability, and scale‐free properties	2
Issue Information	2
Sampling constrained continuous probability distributions: A review	2
A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations	2

Issue Information	2
A survey on post‐quantum based approaches for edge computing security	2
Breaking the Complexity of Cancer Using Computational Transcriptomic Network Biology	2
On the Foundational Arguments of Sufficient Dimension Reduction	2
Issue Information	2
	2
Information criteria for model selection	2
Advances in Modal Regression: From Theoretical Foundations to Practical Implementations	1
Functional Data Analysis Applications in Medicine: A Systematic Review	1
A Review of Tree‐Based Methods for Analyzing Survey Data	1
Robust discriminant analysis	1
	1
Robust clustering based on trimming	1
Issue Information	1
Variable Selection for Prediction in Clinical Research	1
Combining surveys in small area estimation using area‐level models	1
Temporal Interference Stimulation: Mechanisms, Optimization, Validation, and Clinical Prospects—A Comprehensive Review	1
A review of normalization and differential abundance methods for microbiome counts data	1
Functional neuroimaging in the era of Big Data and Open Science: A modern overview	1
	1
	1
Instructional Applet Collections for Statistics Education	1