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 2020-09-01 to 2024-09-01.)

Article	Citations
A Critical Review of LASSO and Its Derivatives for Variable Selection Under Dependence Among Covariates	43
Predictive Inference Based on Markov Chain Monte Carlo Output	37
A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications	35
Priors in Bayesian Deep Learning: A Review	32
Prediction, Estimation, and Attribution	30
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
Ranks and Pseudo‐ranks—Surprising Results of Certain Rank Tests in Unbalanced Designs	12
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	9
Enhancing Data Science Ethics Through Statistical Education and Practice	9
On the Effects of Spatial Confounding in Hierarchical Models	9
Stable Discovery of Interpretable Subgroups via Calibration in Causal Studies	8
Modern Strategies for Time Series Regression	8
Variable Selection for Interval‐censored Failure Time Data	6
Reluctant Generalised Additive Modelling	6
Efficient and robust propensity‐score‐based methods for population inference using epidemiologic cohorts	6
Correspondence Analysis Using the Cressie–Read Family of Divergence Statistics	6
A Review of Seasonal Adjustment Diagnostics	5
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
White Noise Test from Ordinal Patterns in the Entropy–Complexity Plane	5

Directions Old and New: Palaeomagnetism and Fisher (1953) Meet Modern Statistics	4
From Pareto to Weibull – A Constructive Review of Distributions on ℝ⁺	4
Statistical analysis of longitudinal studies	4
A Statistical Review of Template Model Builder: A Flexible Tool for Spatial Modelling	4
Practical Review and Comparison of Modified Covariance Estimators for Linear Mixed Models in Small‐sample Longitudinal Studies with Missing Data	4
Estimating Sampling Errors in Consumer Price Indices	4
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
Nonparametric Testing of the Dependence Structure Among Points–Marks–Covariates in Spatial Point Patterns	3
Rao–Blackwellisation in the Markov Chain Monte Carlo Era	3
Constructing Flexible, Identifiable and Interpretable Statistical Models for Binary Data	3
A Review of Data‐Driven Discovery for Dynamic Systems	3
Are You All Normal? It Depends!	3
ABC of the future	3
Simultaneous inference for linear mixed model parameters with an application to small area estimation	2
Deconfounding and Causal Regularisation for Stability and External Validity	2
Sparser Ordinal Regression Models Based on Parametric and Additive Location‐Shift Approaches	2
Path algorithms for fused lasso signal approximator with application to COVID‐19 spread in Korea	2
C. Radhakrishna Rao: A Century in Statistical Science	2
Increasing Trust in New Data Sources: Crowdsourcing Image Classification for Ecology	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
Double Empirical Bayes Testing	2
A Legacy of EM Algorithms	2
Unlucky Number 13? Manipulating Evidence Subject to Snooping	2
The Data Science Process: One Culture	2
A joint normal‐binary (probit) model	2
Fisher's g Revisited	2
A Survey of Monte Carlo Methods for Noisy and Costly Densities With Application to Reinforcement Learning and ABC	2
A Conversation With Paul Embrechts	2
Optimal Treatment Regimes: A Review and Empirical Comparison	2
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
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
Accounting for Non‐ignorable Sampling and Non‐response in Statistical Matching	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
Effect of Covariate Omission in Randomised Controlled Trials: A Review and Simulation Study	1
On the Inversion‐Free Newton's Method and Its Applications	1
Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study	1
Small Sample Inference for Two‐Way Capture‐Recapture Experiments	1
Information Geometry	1
Hybrid SV‐GARCH, t‐GARCH and Markov‐switching covariance structures in VEC models—Which is better from a predictive perspective?	1
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
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A Spatial Variance‐Smoothing Area Level Model for Small Area Estimation of Demographic Rates	1
Matrix‐Variate Time Series Analysis: A Brief Review and Some New Developments	1
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Discussion of “Prediction, Estimation, and Attribution” by Bradley Efron	1
Replication and Evidence Factors in Observational StudiesPaul R.RosenbaumChapman & Hall/CRC, 2021, xviii + 254 pages, $120, hardback ISBN: 978‐036748‐388‐3	0
Elaboration Models with Symmetric Information Divergence	0
An Optimised Optional Randomised Response Technique	0
Improving Probabilistic Record Linkage Using Statistical Prediction Models	0
Validating an Index of Selection Bias for Proportions in Non‐Probability Samples	0
Issue Information	0
Estimating Monotonic Hazard Ratio Functions of Time	0
Foreword for the mini issue in honour of Prof C. R. Rao	0
A Computational Perspective on Projection Pursuit in High Dimensions: Feasible or Infeasible Feature Extraction	0
A Conversation With Marc Hallin	0
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The Raise Regression: Justification, Properties and Application	0
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Statistical Methods for Climate ScientistsTimothy M.DelSole and Michael K.TippettCambridge University Press, 2022, 542 pages, £54.99, hardcover ISBN: 9781108472418	0
Summary characteristics for multivariate function‐valued spatial point process attributes	0
A Bootstrap Variance Procedure for the Generalised Regression Estimator	0
Response to the Letter to the Editor on ‘On Quantile‐based Asymmetric Family of Distributions: Properties and Inference’	0
Should We Condition on the Number of Points When Modelling Spatial Point Patterns?	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
Wavelets from a Statistical PerspectiveMaartenJansenChapman and Hall/CRC, 2022, xix + 325 pages, $96 (hardcover) ISBN: 978‐1‐032‐20067‐5 (hardcover)	0
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare	0
On Frequency and Probability Weights: An In‐Depth Look at Duelling Weights	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
Bayesian Models Applied to Cyber Security Anomaly Detection Problems	0
Statistical Remedies for Medical Researchers Peter F. Thall Springer, 2020, xi + 291 pages, £ 79.99/$109.99, hardcover ISBN: 978‐3‐030‐43713‐8	0
Parameter Redundancy and Identifiability Diana Cole Chapman and Hall/CRC, 2020, xx + 252 pages, £140, hardcover ISBN: 978‐1‐498‐72087‐8	0
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Letter to the Editor: ‘On Quantile‐based Asymmetric Family of Distributions: Properties and Inference’	0
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
Penalisation Methods in Fitting High‐Dimensional Cointegrated Vector Autoregressive Models: A Review	0
Sampling and Estimation from Finite PopulationsYves TilléWiley, 2020, xxviii + 419 pages, £ 65/$100, hardcover ISBN: 978‐0‐470‐68205‐0	0
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Discussion	0
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Foreword	0
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
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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
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The Effect: An Introduction to Research Design and CausalityNickHuntington‐KleinChapman & Hall/CRC, 2022, xiv + 620 pages, $39.95, paperback. ISBN: 9781032125787	0
Statistical Analysis of Data Repeatability Measures	0
Population Genomics with REmmanuelParadisChapman & Hall/CRC, 2020, 394 pages, $120, hardback ISBN: 978‐1‐1386‐0818‐4	0
Data Conscience: Algorithmic Siege on Our HumanityBrandeis HillMarshallWiley, 2022, xxv + 326 pages, paperback £30.99 ISBN: 978‐1‐119‐82118‐2	0
Alternative Approaches for Estimating Highest‐Density Regions	0
Clustering Longitudinal Data: A Review of Methods and Software Packages	0
Interview With Adrian Raftery	0
Survey Weighting after Imperfect Linkage to an Administrative File	0
An Interview with Bradley Efron	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
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Synergy of Biostatistics and Epidemiology in Air Pollution Health Effects Studies	0
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Fundamentals of Causal Inference with RBabette A.BrumbackChapman & Hall/CRC, 2021, xi + 236 pages, $69.95, hardcover ISBN: 978‐0‐3677‐0505‐3	0
A Two‐level GREG Estimator for Consistent Estimation in Household Surveys	0
An interview with Luis Raúl Pericchi	0
A Survey of Differentially Private Regression for Clinical and Epidemiological Research	0
A Slicing‐Free Perspective to Sufficient Dimension Reduction: Selective Review and Recent Developments	0
Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences	0
Generalised Income Inequality Index	0
Flexible Multivariate Mixture Models: A Comprehensive Approach for Modeling Mixtures of Non‐Identical Distributions	0
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Joint Robust Variable Selection of Mean and Covariance Model via Shrinkage Methods	0
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Comment: When Is It Data Science and When Is It Data Engineering?	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
Discussion of the Paper “Prediction, Estimation, and Attribution” by B. Efron	0
Statistical Inference via Convex Optimization Nillas, Alice Anatoli Juditsky and Arkadi Nemirovski Princeton University Press, 2020, xiv + 656 pages, £ 70/$85, hardcover ISBN: 978‐0‐6911‐9729‐6	0
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
New Scheme of Empirical Likelihood Method for Ranked Set Sampling: Applications to Two One‐Sample Problems	0
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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
Maximum Likelihood Estimation of Multivariate Regime Switching Student‐t Copula Models	0
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2021 International Statistical Institute Mahalanobis Award: A Tribute to Heleno Bolfarine	0
Computational Genomics with R Altuna Akalin Chapman & Hall/CRC, 2021, xxii + 440 pages, £99.99, hardcover ISBN: 978‐1‐4987‐8185‐5	0
Statistical Machine Learning: A Unified Framework	0
Rejoinder	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
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
An Interview with John M. Abowd	0
A multivariate Poisson model based on comonotonic shocks	0
An Interview With Peter Rousseeuw	0
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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
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions	0
End‐to‐End Data Science with SAS: A Hands‐On Programming Guide James Gearheart SAS Press, 2020, xiii+363 pages, £ 23.99$29.99, ebook ISBN: 978‐1‐64295‐806‐5	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
Exploratory Subgroup Analysis in Clinical Research	0
Discussion of Professor Bradley Efron’s Article on “Prediction, Estimation, and Attribution”	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
Foreword	0
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Controlled Epidemiological StudiesMarieReillyChapman & Hall/CRC Biostatistics Series, CRC Press, 2023, xxxii + 439 pages, £115/$150, hardcover. ISBN: 978‐0‐367‐18678‐4 (hbk)	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
New Randomised Response Models for Two Sensitive Characteristics: Theory and Application	0
On testing for homogeneity with zero‐inflated models through the lens of model misspecification	0
Online Evidential Nearest Neighbour Classification for Internet of Things Time Series	0
Soccer Analytics: An Introduction Using R. CliveBeggsChapman & Hall/CRC, 2024, xvi + 380 pages, £49.99, hardcover ISBN: 978‐1‐0323‐5758‐4	0
Some Solutions Inspired by Survey Sampling Theory to Build Effective Clinical Trials	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
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
On the Most Effective Use of Continuous Auxiliary Variables in Regression Estimation in Survey Sampling	0
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Assessing Bayesian Semi‐Parametric Log‐Linear Models: An Application to Disclosure Risk Estimation	0
Discussion of Paper by Brad Efron	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
Erratum	0
Time Series: A First Course With Bootstrap Starter Tucker S. McElroy and Dimitris N. Politis CRC Press, 2020, xix + 566 pages, £ 74.99/$99.95, hardcover ISBN 978‐1‐4398‐7561‐0	0
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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
A Two‐stage Bayesian Small Area Estimation Approach for Proportions	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
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
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
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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
Random Forests with R Robin Genuer & Jean‐Michel Poggi Springer, 2019, x + 99 pp, £49.99, paperback. ISBN: 978‐3‐030‐56484‐1	0
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One‐Inflation and Zero‐Truncation Count Data Modelling Revisited With a View on Horvitz–Thompson Estimation of Population Size	0