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 2021-02-01 to 2025-02-01.)

Article	Citations
Issue Information	104
Particle swarm optimization for searching efficient experimental designs: A review	34
Issue Information	26
SAREV: A review on statistical analytics of single‐cell RNA sequencing data	25
Editorial	18
Issue Information	16
Bayesian modeling of multivariate time series of counts	15
Bayesian estimation methods for survey data with potential applications to health disparities research	15
A systematic review of exploratory factor analysis packages in R software	12
Unsupervised clustering using nonparametric finite mixture models	12
A survey of numerical algorithms that can solve the Lasso problems	11
Merging two cultures: Deep and statistical learning	10
Advances in estimation and inference for historical functional linear models	9
Convergence rates of Metropolis–Hastings algorithms	9
A review of N‐mixture models	9
Data integration in causal inference	9
Regression with linked datasets subject to linkage error	9
Cluster analysis: A modern statistical review	8
A review of normalization and differential abundance methods for microbiome counts data	8
Tolerance limits for mixture‐of‐normal distributions with application to COVID‐19 data	7
Data validation and statistical issues such as power and other considerations in genome‐wide association study (GWAS)	6
Projection‐based techniques for high‐dimensional optimal transport problems	6
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Diseases maps of spatial epidemiological data by R	4
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Review on functional data classification	4
Issue Information	4
Issue Information	3
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Issue Information	3
Utilizing Machine Learning for Early Intervention and Risk Management in the Opioid Overdose Crisis	3
Functional neuroimaging in the era of Big Data and Open Science: A modern overview	3
A spectrum of explainable and interpretable machine learning approaches for genomic studies	3
Joint Gaussian graphical model estimation: A survey	3
Document clustering	2
Prediction intervals for Poisson‐based regression models	2
Community detection in complex networks: From statistical foundations to data science applications	2
Statistical methods for gene–environment interaction analysis	2
A review on computer model calibration	2
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The R Package Ecosystem for Robust Statistics	2
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Error control in tree structured hypothesis testing	2
Function minimization and nonlinear least squares in R	2
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Recent methods on short text stream clustering: A survey study	2
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Issue Information	1
Cluster‐scaled principal component analysis	1
Recent advances on mechanisms of network generation: Community, exchangeability, and scale‐free properties	1
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Detecting clusters in multivariate response regression	1
Forensic Science and How Statistics Can Help It	1
A Bayesian theory of mind approach to modeling cooperation and communication	1
Volatility and dynamic dependence modeling: Review, applications, and financial risk management	1
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Cover Image, Volume 13, Issue 2	1
Modeling multivariate extremes	1
Issue Information	1
Issue Information	1
Sequential Monte Carlo optimization and statistical inference	1
On the safe use of prior densities for Bayesian model selection	1
Issue Information	1
Issue Information	1
Computational aspects of stable distributions	1
Echelon analysis and its software for spatial lattice data	1
Issue Information	1
A survey on post‐quantum based approaches for edge computing security	1
Information criteria for model selection	1
	1
Copulae: An overview and recent developments	0
Statistical inference for stochastic differential equations	0

A Review of Generalized Linear Latent Variable Models and Related Computational Approaches	0
The promise and limitations of formal privacy	0
Functional data analysis using deep neural networks	0
A comprehensive review of generative adversarial networks: Fundamentals, applications, and challenges	0
Advancing microdata privacy protection: A review of synthetic data methods	0
Prediction approaches for partly missing multi‐omics covariate data: A literature review and an empirical comparison study	0
Robust clustering based on trimming	0
Issue Information	0
Issue Information	0
Sequential change‐point detection: Computation versus statistical performance	0
On unbiasedness and biasedness of the Wilcoxon and some nonparametric tests	0
Acceleration of the EM algorithm	0
Issue Information	0
Issue Information	0
Robust regression using probabilistically linked data	0
From RNA sequencing measurements to the final results: A practical guide to navigating the choices and uncertainties of gene set analysis	0
Combining surveys in small area estimation using area‐level models	0
Learning the sparse prior: Modern approaches	0
A journey from univariate to multivariate functional time series: A comprehensive review	0
Neuroimaging statistical approaches for determining neural correlates of Alzheimer's disease via positron emission tomography imaging	0
A review on authorship attribution in text mining	0
On calibrated inverse probability weighting and generalized boosting propensity score models for mean estimation with incomplete survey data	0
Challenges and opportunities beyond structured data in analysis of electronic health records	0
Stability estimation for unsupervised clustering: A review	0
A survey of smoothing techniques based on a backfitting algorithm in estimation of semiparametric additive models	0
The state‐of‐the‐art on tours for dynamic visualization of high‐dimensional data	0
Issue Information	0
Vector AutoRegressive Moving Average Models: A Review	0
Ordered and censored lifetime data in reliability: An illustrative review	0
The discrete empirical interpolation method in class identification and data summarization	0
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Big ideas in sports analytics and statistical tools for their investigation	0
An introduction to persistent homology for time series	0
The Data Mine model for accessible partnerships in data science	0
Nearest‐neighbor sparse Cholesky matrices in spatial statistics	0
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A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations	0
Robust discriminant analysis	0
A review of second‐order blind identification methods	0
Biomarker data with measurement error in medical research: A literature review	0
Correction to “A review of Monte Carlo and quasi‐Monte Carlo sampling techniques”	0
Issue Information	0
	0
Issue Information	0
Sampling constrained continuous probability distributions: A review	0
Issue Information	0
The how and why of Bayesian nonparametric causal inference	0
A review of Monte Carlo and quasi‐Monte Carlo sampling techniques	0
Sample and realized minimum variance portfolios: Estimation, statistical inference, and tests	0
A Review of Modern Multinomial‐Derived and Partition‐Based Record‐Linkage Methods	0
Delta method, asymptotic distribution	0
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Issue Information	0
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Issue Information	0
A review of recent advances in empirical likelihood	0
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Performance Characterization of Clusterwise Linear Regression Algorithms	0
Detection of financial bubbles using a log‐periodic power law singularity (LPPLS) model	0
Cover Image	0
Reporting of Regression Models for Ordinal Responses in Sports Sciences Field: A Systematic Review	0
Issue Information	0
Integrative clustering methods for multi‐omics data	0
Why BDeu? Regular Bayesian network structure learning with discrete and continuous variables	0
Highly accelerated life testing (HALT): A review from a statistical perspective	0
Hate speech detection in social media: Techniques, recent trends, and future challenges	0
Issue Information	0
Subgroup analysis and adaptive experiments crave for debiasing	0