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 2021-05-01 to 2025-05-01.)

Article	Citations
SAREV: A review on statistical analytics of single‐cell RNA sequencing data	62
A systematic review of exploratory factor analysis packages in R software	33
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	26
Projection‐based techniques for high‐dimensional optimal transport problems	20
Recent methods on short text stream clustering: A survey study	18
Prediction intervals for Poisson‐based regression models	17
The Mollified (Discrete) Uniform Distribution and Its Applications	16
Issue Information	15
Utilizing Machine Learning for Early Intervention and Risk Management in the Opioid Overdose Crisis	15
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Robust regression using probabilistically linked data	13
Forensic Science and How Statistics Can Help It	11
A Bayesian theory of mind approach to modeling cooperation and communication	11
	10
Nearest‐neighbor sparse Cholesky matrices in spatial statistics	10
From RNA sequencing measurements to the final results: A practical guide to navigating the choices and uncertainties of gene set analysis	9
A review of Monte Carlo and quasi‐Monte Carlo sampling techniques	9
A comprehensive review of generative adversarial networks: Fundamentals, applications, and challenges	9
A journey from univariate to multivariate functional time series: A comprehensive review	9
Cover Image	9
Stability estimation for unsupervised clustering: A review	9
The discrete empirical interpolation method in class identification and data summarization	8
Neuroimaging statistical approaches for determining neural correlates of Alzheimer's disease via positron emission tomography imaging	6
Issue Information	6

Learning the sparse prior: Modern approaches	6
Merging two cultures: Deep and statistical learning	5
Bayesian modeling of multivariate time series of counts	5
Issue Information	5
Convergence rates of Metropolis–Hastings algorithms	5
OMARS Designs for Factor Screening and Response Surface Experimentation in One Step: A Review	4
Error control in tree structured hypothesis testing	4
Data validation and statistical issues such as power and other considerations in genome‐wide association study (GWAS)	4
Unsupervised clustering using nonparametric finite mixture models	4
	3
Cluster‐scaled principal component analysis	3
Function minimization and nonlinear least squares in R	3
On unbiasedness and biasedness of the Wilcoxon and some nonparametric tests	3
Vector AutoRegressive Moving Average Models: A Review	3
Joint Gaussian graphical model estimation: A survey	3
	3
The promise and limitations of formal privacy	3
Sequential Monte Carlo optimization and statistical inference	3
Sequential change‐point detection: Computation versus statistical performance	2
Ordered and censored lifetime data in reliability: An illustrative review	2
Issue Information	2
Cluster analysis: A modern statistical review	2
	2
Hidden Truncation Models: Theory and Applications	2
A survey of numerical algorithms that can solve the Lasso problems	2
Issue Information	2
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A review of N‐mixture models	2
A Systematic Review and Comparative Study of R Packages for Ordinal Response Regression Models	1
Sampling constrained continuous probability distributions: A review	1
Issue Information	1
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Surrogate Endpoints in Drug Development: A Review of Statistical and Regulatory Perspectives and Applications	1
Issue Information	1
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Robust clustering based on trimming	1
Issue Information	1
A survey on post‐quantum based approaches for edge computing security	1
	1
Tolerance limits for mixture‐of‐normal distributions with application to COVID‐19 data	1
A spectrum of explainable and interpretable machine learning approaches for genomic studies	1
Information criteria for model selection	1
Statistical inference for stochastic differential equations	1
Breaking the Complexity of Cancer Using Computational Transcriptomic Network Biology	1
A review on authorship attribution in text mining	1
Recent advances on mechanisms of network generation: Community, exchangeability, and scale‐free properties	1
A review on computer model calibration	1
Particle swarm optimization for searching efficient experimental designs: A review	1
Computational aspects of stable distributions	1

Instructional Applet Collections for Statistics Education	0
	0
A review of normalization and differential abundance methods for microbiome counts data	0
Reporting of Regression Models for Ordinal Responses in Sports Sciences Field: A Systematic Review	0
Functional neuroimaging in the era of Big Data and Open Science: A modern overview	0
	0
A Review of Generalized Linear Latent Variable Models and Related Computational Approaches	0
Detection of financial bubbles using a log‐periodic power law singularity (LPPLS) model	0
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Combining surveys in small area estimation using area‐level models	0
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A Review of Modern Multinomial‐Derived and Partition‐Based Record‐Linkage Methods	0
Sample and realized minimum variance portfolios: Estimation, statistical inference, and tests	0
Bayesian estimation methods for survey data with potential applications to health disparities research	0
Challenges and Adaptations of Model‐Based Clustering for Flow and Mass Cytometry	0
	0
Correction to “A review of Monte Carlo and quasi‐Monte Carlo sampling techniques”	0
	0
Diseases maps of spatial epidemiological data by R	0
Issue Information	0
Review on functional data classification	0
Prediction approaches for partly missing multi‐omics covariate data: A literature review and an empirical comparison study	0
	0
On calibrated inverse probability weighting and generalized boosting propensity score models for mean estimation with incomplete survey data	0
Issue Information	0
Highly accelerated life testing (HALT): A review from a statistical perspective	0
Functional Data Analysis Applications in Medicine: A Systematic Review	0
Big ideas in sports analytics and statistical tools for their investigation	0
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	0
Document clustering	0
Volatility and dynamic dependence modeling: Review, applications, and financial risk management	0
Issue Information	0
A survey of smoothing techniques based on a backfitting algorithm in estimation of semiparametric additive models	0
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Subgroup analysis and adaptive experiments crave for debiasing	0
Advancing microdata privacy protection: A review of synthetic data methods	0
Functional data analysis using deep neural networks	0
Robust discriminant analysis	0
The state‐of‐the‐art on tours for dynamic visualization of high‐dimensional data	0
Advances in estimation and inference for historical functional linear models	0
A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations	0
Hate speech detection in social media: Techniques, recent trends, and future challenges	0
	0
On the safe use of prior densities for Bayesian model selection	0
The R Package Ecosystem for Robust Statistics	0
A review of recent advances in empirical likelihood	0
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Modeling multivariate extremes	0
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Biomarker data with measurement error in medical research: A literature review	0
Data integration in causal inference	0
The how and why of Bayesian nonparametric causal inference	0
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Community detection in complex networks: From statistical foundations to data science applications	0
Delta method, asymptotic distribution	0
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Developments in Secure Random Number Generators	0
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Regression with linked datasets subject to linkage error	0
A Review of Tree‐Based Methods for Analyzing Survey Data	0
Nuclear Norm Regularization	0
Order‐of‐Addition Experiments: A Review and Some Recommendations	0
Acceleration of the EM algorithm	0
Issue Information	0
The Data Mine model for accessible partnerships in data science	0
Statistical methods for gene–environment interaction analysis	0
Performance Characterization of Clusterwise Linear Regression Algorithms	0
Echelon analysis and its software for spatial lattice data	0
Issue Information	0