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 2021-03-01 to 2025-03-01.)

Article	Citations
Issue Information	34
Particle swarm optimization for searching efficient experimental designs: A review	26
Issue Information	25
SAREV: A review on statistical analytics of single‐cell RNA sequencing data	16
Issue Information	15
Editorial	15
Bayesian modeling of multivariate time series of counts	12
Bayesian estimation methods for survey data with potential applications to health disparities research	12
Unsupervised clustering using nonparametric finite mixture models	11
A systematic review of exploratory factor analysis packages in R software	10
Regression with linked datasets subject to linkage error	9
Merging two cultures: Deep and statistical learning	9
A survey of numerical algorithms that can solve the Lasso problems	9
A review of N‐mixture models	8
Convergence rates of Metropolis–Hastings algorithms	8
Advances in estimation and inference for historical functional linear models	7
Cluster analysis: A modern statistical review	6
Data integration in causal inference	6
A review of normalization and differential abundance methods for microbiome counts data	5
	4
Projection‐based techniques for high‐dimensional optimal transport problems	4
	4
Data validation and statistical issues such as power and other considerations in genome‐wide association study (GWAS)	4
	4
Tolerance limits for mixture‐of‐normal distributions with application to COVID‐19 data	4

Review on functional data classification	3
Issue Information	3
Functional neuroimaging in the era of Big Data and Open Science: A modern overview	3
Diseases maps of spatial epidemiological data by R	3
Issue Information	3
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	3
Issue Information	3
Joint Gaussian graphical model estimation: A survey	2
Utilizing Machine Learning for Early Intervention and Risk Management in the Opioid Overdose Crisis	2
The Mollified (Discrete) Uniform Distribution and Its Applications	2
A review on computer model calibration	2
A spectrum of explainable and interpretable machine learning approaches for genomic studies	2
Document clustering	2
Error control in tree structured hypothesis testing	2
The R Package Ecosystem for Robust Statistics	2
	2
Recent methods on short text stream clustering: A survey study	2
	2
Statistical methods for gene–environment interaction analysis	2
On the safe use of prior densities for Bayesian model selection	1
Sequential Monte Carlo optimization and statistical inference	1
	1
Volatility and dynamic dependence modeling: Review, applications, and financial risk management	1
Echelon analysis and its software for spatial lattice data	1
Cluster‐scaled principal component analysis	1
	1
Community detection in complex networks: From statistical foundations to data science applications	1
	1
	1
A Review of Tree‐Based Methods for Analyzing Survey Data	1
Issue Information	1
A survey on post‐quantum based approaches for edge computing security	1
Function minimization and nonlinear least squares in R	1
Issue Information	1
Issue Information	1
	1
Issue Information	1
Modeling multivariate extremes	1
Recent advances on mechanisms of network generation: Community, exchangeability, and scale‐free properties	1
Computational aspects of stable distributions	1
	1
Prediction intervals for Poisson‐based regression models	1
The how and why of Bayesian nonparametric causal inference	0
Copulae: An overview and recent developments	0
Developments in Secure Random Number Generators	0
	0
	0
A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations	0
A survey of smoothing techniques based on a backfitting algorithm in estimation of semiparametric additive models	0

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