OOIR: Observatory of International Research

Papers

(The TQCC of International Statistical Review is 2. 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 2020-03-01 to 2024-03-01.)

Article	Citations
A Review of Multi‐Compartment Infectious Disease Models	69
A Critical Review of LASSO and Its Derivatives for Variable Selection Under Dependence Among Covariates	29
A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications	26
Predictive Inference Based on Markov Chain Monte Carlo Output	26
Priors in Bayesian Deep Learning: A Review	22
Prediction, Estimation, and Attribution	20
Initialization of Hidden Markov and Semi‐Markov Models: A Critical Evaluation of Several Strategies	17
Data Integration by Combining Big Data and Survey Sample Data for Finite Population Inference	17
Statistical Network Analysis: A Review with Applications to the Coronavirus Disease 2019 Pandemic	14
Rethinking the Effective Sample Size	14
Statistical Implementations of Agent‐Based Demographic Models	13
On Some Characteristics of Gaussian Covariance Functions	12
Bias, Fairness and Accountability with Artificial Intelligence and Machine Learning Algorithms	11
Spatial Regression With Partial Differential Equation Regularisation	11
Hierarchical Models for the Analysis of Likert Scales in Regression and Item Response Analysis	10
Another Look at the Lady Tasting Tea and Differences Between Permutation Tests and Randomisation Tests	10
Ranks and Pseudo‐ranks—Surprising Results of Certain Rank Tests in Unbalanced Designs	10
Small Area Estimation for Disease Prevalence Mapping	8
Uncertainty Estimation for Pseudo‐Bayesian Inference Under Complex Sampling	7
On the Effects of Spatial Confounding in Hierarchical Models	7
Stable Discovery of Interpretable Subgroups via Calibration in Causal Studies	7
Bayesian Model Selection of Gaussian Directed Acyclic Graph Structures	6
Enhancing Data Science Ethics Through Statistical Education and Practice	6
Modern Strategies for Time Series Regression	6
Advanced Multilevel Monte Carlo Methods	6

Random Effects Misspecification Can Have Severe Consequences for Random Effects Inference in Linear Mixed Models	6
Shannon's Entropy and Its Generalisations Towards Statistical Inference in Last Seven Decades	5
Variable Selection for Interval‐censored Failure Time Data	5
Supervised Machine Learning Techniques: An Overview with Applications to Banking	5
White Noise Test from Ordinal Patterns in the Entropy–Complexity Plane	5
Efficient and robust propensity‐score‐based methods for population inference using epidemiologic cohorts	5
Reluctant Generalised Additive Modelling	5
Modelling Excess Zeros in Count Data: A New Perspective on Modelling Approaches	4
Practical Review and Comparison of Modified Covariance Estimators for Linear Mixed Models in Small‐sample Longitudinal Studies with Missing Data	4
An Extensive Comparison of Some Well‐Established Value at Risk Methods	4
A Statistical Review of Template Model Builder: A Flexible Tool for Spatial Modelling	4
Estimating Sampling Errors in Consumer Price Indices	4
Correspondence Analysis Using the Cressie–Read Family of Divergence Statistics	4
Directions Old and New: Palaeomagnetism and Fisher (1953) Meet Modern Statistics	4
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	3
Rao–Blackwellisation in the Markov Chain Monte Carlo Era	3
Are You All Normal? It Depends!	3
A Review of Seasonal Adjustment Diagnostics	3
A Conversation With Paul Embrechts	2
Increasing Trust in New Data Sources: Crowdsourcing Image Classification for Ecology	2
From Pareto to Weibull – A Constructive Review of Distributions on ℝ⁺	2
Likelihood‐Based Inference for the Finite Population Mean with Post‐Stratification Information Under Non‐Ignorable Non‐Response	2
An Efficient Test for Homogeneity of Mean Directions on the Hyper‐sphere	2
Path algorithms for fused lasso signal approximator with application to COVID‐19 spread in Korea	2
Optimal Treatment Regimes: A Review and Empirical Comparison	2
The Data Science Process: One Culture	2
A Survey of Differentially Private Regression for Clinical and Epidemiological Research	2
Deconfounding and Causal Regularisation for Stability and External Validity	2
Double Empirical Bayes Testing	2
Statistical analysis of longitudinal studies	2
Unlucky Number 13? Manipulating Evidence Subject to Snooping	2
On Two Existing Approaches to Statistical Analysis of Social Media Data	2
A Geometrical Interpretation of Collinearity: A Natural Way to Justify Ridge Regression and Its Anomalies	2
Fisher's g Revisited	2
ABC of the future	2