OOIR: Observatory of International Research

Papers

(The median citation count of Wiley Interdisciplinary Reviews-Computational Statistics is 0. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Issue Information	55
Issue Information	33
SAREV: A review on statistical analytics of single‐cell RNA sequencing data	31
Editorial	22
Issue Information	20
Unsupervised clustering using nonparametric finite mixture models	17
A systematic review of exploratory factor analysis packages in R software	16
Merging two cultures: Deep and statistical learning	15
Data integration in causal inference	15
A survey of numerical algorithms that can solve the Lasso problems	15
A review of normalization and differential abundance methods for microbiome counts data	13
Regression with linked datasets subject to linkage error	11
A review of N‐mixture models	10
Convergence rates of Metropolis–Hastings algorithms	9
Advances in estimation and inference for historical functional linear models	9
Bayesian estimation methods for survey data with potential applications to health disparities research	9
Bayesian modeling of multivariate time series of counts	9
Particle swarm optimization for searching efficient experimental designs: A review	9
Hidden Truncation Models: Theory and Applications	8
Cluster analysis: A modern statistical review	8
Projection‐based techniques for high‐dimensional optimal transport problems	6
Recent methods on short text stream clustering: A survey study	6
Document clustering	5
Tolerance limits for mixture‐of‐normal distributions with application to COVID‐19 data	5
	4

The R Package Ecosystem for Robust Statistics	4
Issue Information	4
A review on computer model calibration	4
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Error control in tree structured hypothesis testing	3
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Diseases maps of spatial epidemiological data by R	3
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Issue Information	3
Issue Information	3
Review on functional data classification	3
	3
Data validation and statistical issues such as power and other considerations in genome‐wide association study (GWAS)	2
Statistical methods for gene–environment interaction analysis	2
Utilizing Machine Learning for Early Intervention and Risk Management in the Opioid Overdose Crisis	2
Functional neuroimaging in the era of Big Data and Open Science: A modern overview	2
Prediction intervals for Poisson‐based regression models	2
Issue Information	2
Joint Gaussian graphical model estimation: A survey	2
A spectrum of explainable and interpretable machine learning approaches for genomic studies	2
Surrogate Endpoints in Drug Development: A Review of Statistical and Regulatory Perspectives and Applications	2
The Mollified (Discrete) Uniform Distribution and Its Applications	2
Volatility and dynamic dependence modeling: Review, applications, and financial risk management	1
Recent advances on mechanisms of network generation: Community, exchangeability, and scale‐free properties	1
Forensic Science and How Statistics Can Help It	1
Cluster‐scaled principal component analysis	1
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Issue Information	1
Issue Information	1
Community detection in complex networks: From statistical foundations to data science applications	1
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Issue Information	1
Echelon analysis and its software for spatial lattice data	1
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Modeling multivariate extremes	1
Robust regression using probabilistically linked data	1
Function minimization and nonlinear least squares in R	1
	1
On the safe use of prior densities for Bayesian model selection	1
Issue Information	0
Correction to “A review of Monte Carlo and quasi‐Monte Carlo sampling techniques”	0
Sequential change‐point detection: Computation versus statistical performance	0
The how and why of Bayesian nonparametric causal inference	0
A comprehensive review of generative adversarial networks: Fundamentals, applications, and challenges	0
Issue Information	0
Functional data analysis using deep neural networks	0

Issue Information	0
A journey from univariate to multivariate functional time series: A comprehensive review	0
Statistical inference for stochastic differential equations	0
Robust clustering based on trimming	0
Sequential Monte Carlo optimization and statistical inference	0
Issue Information	0
A review of Monte Carlo and quasi‐Monte Carlo sampling techniques	0
Issue Information	0
On calibrated inverse probability weighting and generalized boosting propensity score models for mean estimation with incomplete survey data	0
Subgroup analysis and adaptive experiments crave for debiasing	0
Vector AutoRegressive Moving Average Models: A Review	0
Stability estimation for unsupervised clustering: A review	0
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	0
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A review of recent advances in empirical likelihood	0
Issue Information	0
Performance Characterization of Clusterwise Linear Regression Algorithms	0
A survey on post‐quantum based approaches for edge computing security	0
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	0
The discrete empirical interpolation method in class identification and data summarization	0
Big ideas in sports analytics and statistical tools for their investigation	0
Advancing microdata privacy protection: A review of synthetic data methods	0
A survey of smoothing techniques based on a backfitting algorithm in estimation of semiparametric additive models	0
Biomarker data with measurement error in medical research: A literature review	0
Issue Information	0
From RNA sequencing measurements to the final results: A practical guide to navigating the choices and uncertainties of gene set analysis	0
Acceleration of the EM algorithm	0
Learning the sparse prior: Modern approaches	0
Cover Image	0
Computational aspects of stable distributions	0
Developments in Secure Random Number Generators	0
A review on authorship attribution in text mining	0
Information criteria for model selection	0
A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations	0
A Review of Generalized Linear Latent Variable Models and Related Computational Approaches	0
	0
Copulae: An overview and recent developments	0
	0
Sample and realized minimum variance portfolios: Estimation, statistical inference, and tests	0
Issue Information	0
On unbiasedness and biasedness of the Wilcoxon and some nonparametric tests	0
Prediction approaches for partly missing multi‐omics covariate data: A literature review and an empirical comparison study	0
The promise and limitations of formal privacy	0
Issue Information	0
Reporting of Regression Models for Ordinal Responses in Sports Sciences Field: A Systematic Review	0
Issue Information	0
Issue Information	0
	0
The state‐of‐the‐art on tours for dynamic visualization of high‐dimensional data	0
Detection of financial bubbles using a log‐periodic power law singularity (LPPLS) model	0
Robust discriminant analysis	0
Ordered and censored lifetime data in reliability: An illustrative review	0
Sampling constrained continuous probability distributions: A review	0
The Data Mine model for accessible partnerships in data science	0
Neuroimaging statistical approaches for determining neural correlates of Alzheimer's disease via positron emission tomography imaging	0
Delta method, asymptotic distribution	0
A Bayesian theory of mind approach to modeling cooperation and communication	0
A Review of Modern Multinomial‐Derived and Partition‐Based Record‐Linkage Methods	0
Highly accelerated life testing (HALT): A review from a statistical perspective	0
A Review of Tree‐Based Methods for Analyzing Survey Data	0
Hate speech detection in social media: Techniques, recent trends, and future challenges	0
Challenges and Adaptations of Model‐Based Clustering for Flow and Mass Cytometry	0
Issue Information	0
Issue Information	0
Nuclear Norm Regularization	0
Combining surveys in small area estimation using area‐level models	0
	0
Nearest‐neighbor sparse Cholesky matrices in spatial statistics	0
	0