OOIR: Observatory of International Research

Papers

(The median citation count of International Statistical Review 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 2020-11-01 to 2024-11-01.)

Article	Citations
A Critical Review of LASSO and Its Derivatives for Variable Selection Under Dependence Among Covariates	46
A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications	35
Priors in Bayesian Deep Learning: A Review	35
Prediction, Estimation, and Attribution	31
Data Integration by Combining Big Data and Survey Sample Data for Finite Population Inference	20
Rethinking the Effective Sample Size	19
Bias, Fairness and Accountability with Artificial Intelligence and Machine Learning Algorithms	18
Initialization of Hidden Markov and Semi‐Markov Models: A Critical Evaluation of Several Strategies	18
Spatial Regression With Partial Differential Equation Regularisation	17
Another Look at the Lady Tasting Tea and Differences Between Permutation Tests and Randomisation Tests	11
Supervised Machine Learning Techniques: An Overview with Applications to Banking	10
Enhancing Data Science Ethics Through Statistical Education and Practice	9
Stable Discovery of Interpretable Subgroups via Calibration in Causal Studies	8
Modern Strategies for Time Series Regression	8
White Noise Test from Ordinal Patterns in the Entropy–Complexity Plane	6
Efficient and robust propensity‐score‐based methods for population inference using epidemiologic cohorts	6
Reluctant Generalised Additive Modelling	6
Variable Selection for Interval‐censored Failure Time Data	6
Correspondence Analysis Using the Cressie–Read Family of Divergence Statistics	6
Temporal Models for Demographic and Global Health Outcomes in Multiple Populations: Introducing a New Framework to Review and Standardise Documentation of Model Assumptions and Facilitate Model Compar	5
Modelling Excess Zeros in Count Data: A New Perspective on Modelling Approaches	5
A Review of Seasonal Adjustment Diagnostics	5
A Review of Data‐Driven Discovery for Dynamic Systems	4
Practical Review and Comparison of Modified Covariance Estimators for Linear Mixed Models in Small‐sample Longitudinal Studies with Missing Data	4
A Statistical Review of Template Model Builder: A Flexible Tool for Spatial Modelling	4

Estimating Sampling Errors in Consumer Price Indices	4
Statistical analysis of longitudinal studies	4
Directions Old and New: Palaeomagnetism and Fisher (1953) Meet Modern Statistics	4
ABC of the future	4
Optimal Treatment Regimes: A Review and Empirical Comparison	3
Are You All Normal? It Depends!	3
Nonparametric Testing of the Dependence Structure Among Points–Marks–Covariates in Spatial Point Patterns	3
From Pareto to Weibull – A Constructive Review of Distributions on ℝ⁺	3
Rao–Blackwellisation in the Markov Chain Monte Carlo Era	3
Constructing Flexible, Identifiable and Interpretable Statistical Models for Binary Data	3
Likelihood‐Based Inference for the Finite Population Mean with Post‐Stratification Information Under Non‐Ignorable Non‐Response	3
An Efficient Test for Homogeneity of Mean Directions on the Hyper‐sphere	3
Unlucky Number 13? Manipulating Evidence Subject to Snooping	2
The Data Science Process: One Culture	2
Spatial Sampling for Non‐compact Patterns	2
Survival Modelling for Data From Combined Cohorts: Opening the Door to Meta Survival Analyses and Survival Analysis Using Electronic Health Records	2
A Legacy of EM Algorithms	2
C. Radhakrishna Rao: A Century in Statistical Science	2
Simultaneous inference for linear mixed model parameters with an application to small area estimation	2
Sparser Ordinal Regression Models Based on Parametric and Additive Location‐Shift Approaches	2
Fisher's g Revisited	2
Path algorithms for fused lasso signal approximator with application to COVID‐19 spread in Korea	2
Increasing Trust in New Data Sources: Crowdsourcing Image Classification for Ecology	2
A joint normal‐binary (probit) model	2
Deconfounding and Causal Regularisation for Stability and External Validity	2
Double Empirical Bayes Testing	2
A Survey of Monte Carlo Methods for Noisy and Costly Densities With Application to Reinforcement Learning and ABC	2
ODC and ROC Curves, Comparison Curves and Stochastic Dominance	1
Nudging a Pseudo‐Science Towards a Science—The Role of Statistics in a Rainfall Enhancement Trial in Oman	1
	1
On the Inversion‐Free Newton's Method and Its Applications	1
Diagnostic Tests for the Necessity of Weight in Regression With Survey Data	1
Calibration Techniques Encompassing Survey Sampling, Missing Data Analysis and Causal Inference	1
Parametric Quantile Beta Regression Model	1
Information Geometry	1
Discussion of “Prediction, Estimation, and Attribution” by Bradley Efron	1
Using Survey Sampling Algorithms For Exact Inference in Logistic Regression	1
Multidimensional Stationary Time Series Dimension Reduction and PredictionMariannaBolla, TamásSzabadosRoutledge, 2023, xiv + 318 pages, $59.95, paperback ISBN: 9780367619701	1
Scalable Bayesian Multiple Changepoint Detection via Auxiliary Uniformisation	1
Effect of Covariate Omission in Randomised Controlled Trials: A Review and Simulation Study	1
Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study	1
	1
Small Sample Inference for Two‐Way Capture‐Recapture Experiments	1
Hybrid SV‐GARCH, t‐GARCH and Markov‐switching covariance structures in VEC models—Which is better from a predictive perspective?	1
Global seasonal and pandemic patterns in influenza: An application of longitudinal study designs	1
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Estimation of Graphical Models: An Overview of Selected Topics	1
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A Spatial Variance‐Smoothing Area Level Model for Small Area Estimation of Demographic Rates	1
Bayesian Models Applied to Cyber Security Anomaly Detection Problems	1

Matrix‐Variate Time Series Analysis: A Brief Review and Some New Developments	1
Accounting for Non‐ignorable Sampling and Non‐response in Statistical Matching	1
	1
Issue Information	0
On the Most Effective Use of Continuous Auxiliary Variables in Regression Estimation in Survey Sampling	0
Erratum	0
Social Networks: Modelling and AnalysisNiyatiAggrawal and AdarshAnandCRC Press, 2022, xvii + 235 pages, hardcover ($170); e‐book ($44.21). ISBN: 978‐0‐367‐54139‐2 (hardcover), 978‐0‐367‐54173‐6 (paper	0
Statistics: Multivariate Data Integration Using R; Methods and Applications With the mixOmics PackageKim‐Anh LêCao, Zoe MarieWelhamChapman & Hall/CRC, 2021, xxi + 308 pages, £84.99/$115.00, hardco	0
Issue Information	0
Estimating the Reciprocal of a Binomial Proportion	0
Text Analytics: Advances and Challenges Domenica Fioredistella Iezzi, Damon Mayaffre and Michelangelo Misuraca Springer, 2020, xi + 302 pages, £95.50, eBook ISBN: 978‐3‐030‐52680‐1	0
Penalisation Methods in Fitting High‐Dimensional Cointegrated Vector Autoregressive Models: A Review	0
Summary characteristics for multivariate function‐valued spatial point process attributes	0
Discussion of the Paper “Prediction, Estimation, and Attribution” by B. Efron	0
Machine Learning Theory and Applications: Hands‐On Use Cases With Python on Classical and Quantum Machines, XavierVasques, John Wiley & Sons, 2024, xx + 487 pages, $89.95, hardcover ISBN: 978‐1‐39	0
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Rejoinder	0
Should We Condition on the Number of Points When Modelling Spatial Point Patterns?	0
Handbook of Automated Scoring: Theory into Practice Duanli Yan, André A. Rupp and Peter W. Foltz Chapman & Hall/CRC, 2020, 580 pages, £120, hardcover ISBN: 978‐1‐1385‐7827‐2	0
Modern Applied Regressions: Bayesian and Frequentist Analysis of Categorical and Limited Response Variables with R and StanJunXuChapman & Hall/CRC, 2023, xv + 281 pages, £80.99/$108, hardcover ISB	0
An Interview With Peter Rousseeuw	0
Game Data ScienceMagy SeifEl‐Nasr, Truong‐Huy D.Nguyen, AlessandroCanossa, AndersDrachenOxford University Press, 2022, xvi + 416 pages, $105 (hardback)/$55 (paperback) ISBN‐10: 019289787X, ISBN‐13: 97	0
Issue Information	0
Validating an Index of Selection Bias for Proportions in Non‐Probability Samples	0
A Computational Perspective on Projection Pursuit in High Dimensions: Feasible or Infeasible Feature Extraction	0
Survey Weighting after Imperfect Linkage to an Administrative File	0
Fisher Meets Bayes: The Value of Randomisation for Bayesian Inference of Causal Effects	0
Issue Information	0
Exploratory Subgroup Analysis in Clinical Research	0
Extreme Value Theory with Applications to Natural Hazards: From Statistical Theory to Industrial Practice Edited by NicolasBousquet and PietroBernardaraSpringer Cham, 2021, xxii + 481 pages, $199.99 I	0
A Bootstrap Variance Procedure for the Generalised Regression Estimator	0
Statistical Methods for Climate ScientistsTimothy M.DelSole and Michael K.TippettCambridge University Press, 2022, 542 pages, £54.99, hardcover ISBN: 9781108472418	0
Alternative Approaches for Estimating Highest‐Density Regions	0
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare	0
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On Frequency and Probability Weights: An In‐Depth Look at Duelling Weights	0
Official Statistics 4.0: Verified Facts for People in the 21st Century Walter J. Radermacher Springer International Publishing, 2020, xii + 158 pages, $79.99, hardcover ISBN: 978‐3‐030‐31491‐0	0
Issue Information	0
Issue Information	0
Data Visualization for Social and Policy Research: A Step‐by‐Step Approach Using R and PythonJose Manuel MagallanesReyesCambridge University Press, 2022, 292 pages, $105, hardback ISBN: 978‐1‐108‐4943	0
Parameter Redundancy and Identifiability Diana Cole Chapman and Hall/CRC, 2020, xx + 252 pages, £140, hardcover ISBN: 978‐1‐498‐72087‐8	0
Replication and Evidence Factors in Observational StudiesPaul R.RosenbaumChapman & Hall/CRC, 2021, xviii + 254 pages, $120, hardback ISBN: 978‐036748‐388‐3	0
Issue Information	0
Improving Probabilistic Record Linkage Using Statistical Prediction Models	0
Assessing Bayesian Semi‐Parametric Log‐Linear Models: An Application to Disclosure Risk Estimation	0
An Interview with John M. Abowd	0
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Estimating Monotonic Hazard Ratio Functions of Time	0
Issue Information	0
Maximum Likelihood Estimation of Multivariate Regime Switching Student‐t Copula Models	0
Communicating with Data: The Art of Writing for Data ScienceDeborahNolan and Sara Stoudt Oxford University Press, 2021, vii + 331 pages, $45.95, paperback ISBN: 978‐0‐1988‐6275‐8	0
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Numerical Weather Prediction and Data Assimilation Petros Katsafados, Elias Mavromatidis and Christos Spyrou Wiley, 2020, x+208 pages, $165, hardcover ISBN: 978‐1‐786‐30141‐3	0
Statistical Machine Learning: A Unified Framework	0
The Effect: An Introduction to Research Design and CausalityNickHuntington‐KleinChapman & Hall/CRC, 2022, xiv + 620 pages, $39.95, paperback. ISBN: 9781032125787	0
Object Oriented Data AnalysisJ. S.Marron and I. L.DrydenChapman & Hall/CRC, 2022, xii + 424 pages, softcover ISBN: 978‐0‐8153‐9282‐8 (hbk) ISBN: 978‐1‐032‐11480‐4 (pbk) ISBN: 978‐1‐351‐18967‐5 (eb	0
Computational Genomics with R Altuna Akalin Chapman & Hall/CRC, 2021, xxii + 440 pages, £99.99, hardcover ISBN: 978‐1‐4987‐8185‐5	0
Issue Information	0
Some Solutions Inspired by Survey Sampling Theory to Build Effective Clinical Trials	0
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Interview With Adrian Raftery	0
An Optimised Optional Randomised Response Technique	0
Administrative Records for Survey Methodology Edited by Asaph YoungChun, Michael D.Larsen, GabrieleDurrant, Jerome P.ReiterJohn Wiley and Sons, 2021, 384 pages, $128.95 (hardcover) ISBN: 978‐1‐1192‐72	0
An Interview with Bradley Efron	0
Variance Matrix Priors for Dirichlet Process Mixture Models With Gaussian Kernels	0
Synergy of Biostatistics and Epidemiology in Air Pollution Health Effects Studies	0
Data Analytics and Machine Learning: Navigating the Big Data Landscape Edited by PushpaSingh, Asha RaniMishra, and PayalGargSpringer, 2024, 366 pages, $169.99, hardcover ISBN: 978‐9819704477	0
Flexible Multivariate Mixture Models: A Comprehensive Approach for Modeling Mixtures of Non‐Identical Distributions	0
Online Evidential Nearest Neighbour Classification for Internet of Things Time Series	0
A Two‐level GREG Estimator for Consistent Estimation in Household Surveys	0
Foreword for the mini issue in honour of Prof C. R. Rao	0
Direction Dependence in Statistical Modeling: Methods of AnalysisWolfgangWiedermann, DaeyoungKim, Engin A.Sungur and AlexandervonEyeWiley, 2021, 432 pages, £102, hardcover ISBN: 978‐1‐119‐52307‐9	0
The Raise Regression: Justification, Properties and Application	0
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Geographic Data Science With PythonSergioRey, DaniArribas‐Bel, Levi JohnWolfCRC Press, 2023, xiv + 410 pages, 119 Color & 4 B/W Illustrations, £39.19/$89.95, paperback ISBN: 978‐1‐032‐44595‐3 (pbk	0
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions	0
Comment: When Is It Data Science and When Is It Data Engineering?	0
Controlled Epidemiological StudiesMarieReillyChapman & Hall/CRC Biostatistics Series, CRC Press, 2023, xxxii + 439 pages, £115/$150, hardcover. ISBN: 978‐0‐367‐18678‐4 (hbk)	0
An Introduction to R and Python for Data Analysis: A Side‐by‐Side ApproachTaylorR. Brown Chapman and Hall/CRC, 2023, 246 pages (hardback $99.95, ebook $74.96) ISBN 978‐10322032‐56	0
Exploratory Model Analysis: Explore, Explain, and Examine Predictive Models Przemyslaw Biecek and Tomasz Burzykowski Chapman & Hall/CRC, 2021, xiv + 309 pages, £63.99, hardcover ISBN: 978‐0‐3671‐3	0

Fundamentals of Causal Inference with RBabette A.BrumbackChapman & Hall/CRC, 2021, xi + 236 pages, $69.95, hardcover ISBN: 978‐0‐3677‐0505‐3	0
Number Savvy: From the Invention of Numbers to the Future of DataGeorgeSciadasChapman & Hall/CRC, 2022, 312 pages, £56.99/$74.95, hardcover ISBN 9781032362151	0
Wavelets from a Statistical PerspectiveMaartenJansenChapman and Hall/CRC, 2022, xix + 325 pages, $96 (hardcover) ISBN: 978‐1‐032‐20067‐5 (hardcover)	0
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Philosophies, Puzzles, and Paradoxes: A Statistician's Search for the TruthYudiPawitan and YoungjoLeeChapman & Hall/CRC, 2024, xiv + 351 pages, £18.39/$23.96 paperback, £104/$136 hardback, £17.24/	0
Elaboration Models with Symmetric Information Divergence	0
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Measurement Error in Longitudinal DataAlexandruCernat and Joseph W.SakshaugOxford University Press, 2021, xii + 448 pages, $115.00, hardcover ISBN: 978‐0‐19‐885998‐7	0
Thinking Clearly with Data: A Guide to Quantitative Reasoning and AnalysisEthan BuenodeMesquita and AnthonyFowlerPrinceton University Press, 2021, 400 pages, $95.00/£74.00, hardback ISBN: 978‐0‐691‐21	0
Handling Out‐of‐Sample Areas to Estimate the Unemployment Rate at Local Labour Market Areas in Italy	0
2021 International Statistical Institute Mahalanobis Award: A Tribute to Heleno Bolfarine	0
Post‐Shrinkage Strategies in Statistical and Machine Learning for High Dimensional DataSyed EjazAhmed, FeryaalAhmed, BahadirYüzbaşı. Chapman & Hall/CRC Press, 2023, 408 page, £125/$160, hardback I	0
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On testing for homogeneity with zero‐inflated models through the lens of model misspecification	0
New Scheme of Empirical Likelihood Method for Ranked Set Sampling: Applications to Two One‐Sample Problems	0
Stochastic Models in Reliability Engineering Lirong Cui, Ilia Frenkel and Anatoly Lisniansku CRC Press, 2020, 482 pages, $190.00, hardcover ISBN: 978‐0‐367‐34585‐3	0
Issue Information	0
Foreword	0
A Slicing‐Free Perspective to Sufficient Dimension Reduction: Selective Review and Recent Developments	0
Random Forests with R Robin Genuer & Jean‐Michel Poggi Springer, 2019, x + 99 pp, £49.99, paperback. ISBN: 978‐3‐030‐56484‐1	0
Data Conscience: Algorithmic Siege on Our HumanityBrandeis HillMarshallWiley, 2022, xxv + 326 pages, paperback £30.99 ISBN: 978‐1‐119‐82118‐2	0
Statistical Analysis of Data Repeatability Measures	0
Mixed‐Effects Models and Small Area EstimationShonosukeSugasawa and TatsuyaKubokavaSpringer Nature, 2023, viii + 121 pages, £39.99, paperback ISBN: 978‐981‐19‐9485‐2	0
Clustering Longitudinal Data: A Review of Methods and Software Packages	0
Discussion of Professor Bradley Efron’s Article on “Prediction, Estimation, and Attribution”	0
A Survey of Differentially Private Regression for Clinical and Epidemiological Research	0
One‐Inflation and Zero‐Truncation Count Data Modelling Revisited With a View on Horvitz–Thompson Estimation of Population Size	0
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Soccer Analytics: An Introduction Using R. CliveBeggsChapman & Hall/CRC, 2024, xvi + 380 pages, £49.99, hardcover ISBN: 978‐1‐0323‐5758‐4	0
Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences	0
An interview with Luis Raúl Pericchi	0
New Randomised Response Models for Two Sensitive Characteristics: Theory and Application	0
Issue Information	0
Joint Robust Variable Selection of Mean and Covariance Model via Shrinkage Methods	0
A Conversation With Marc Hallin	0
Issue Information	0
Discussion	0
Foreword	0
Discussion of Paper by Brad Efron	0
Generalised Income Inequality Index	0
Business Experiments with R B. D. McCullough Wiley, 2021, xxi + 361 pages, $104, Reflowable softcopy on VitalSource eText ISBN: 978‐1‐119‐68988‐1, 1119689880	0
Population Genomics with REmmanuelParadisChapman & Hall/CRC, 2020, 394 pages, $120, hardback ISBN: 978‐1‐1386‐0818‐4	0
Practical Smoothing: The Joys of P‐splinesPaul H. C.Eilers and Brian D.MarxCambridge University Press, 2021, xii + 199 pages, $59.99, hardcover ISBN: 978‐1‐1084‐8295‐0	0
A Two‐stage Bayesian Small Area Estimation Approach for Proportions	0
Issue Information	0