OOIR: Observatory of International Research

Papers

(The TQCC of Biostatistics is 4. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	42
Inference after latent variable estimation for single-cell RNA sequencing data	26
Reassessing pharmacogenomic cell sensitivity with multilevel statistical models	17
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	13
Interpretable principal component analysis for multilevel multivariate functional data	12
DifferentialRegulation: a Bayesian hierarchical approach to identify differentially regulated genes	12
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	12
A note on median regression for complex surveys	10
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	10
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	8
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	7
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	7
A scalable approach for continuous time Markov models with covariates	7
Analyzing microbial evolution through gene and genome phylogenies	7
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	6
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	6
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	6
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	6
An intersectional framework for counterfactual fairness in risk prediction	6
Alleviating spatial confounding in frailty models	6
A Bayesian nonparametric approach to correct for underreporting in count data	5
Correction to: A transformation perspective on marginal and conditional models	5
Exponential family measurement error models for single-cell CRISPR screens	5
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	5

Multiple exposure distributed lag models with variable selection	5
A scalable and unbiased discordance metric with H+	5
Bayesian design of clinical trials using joint models for recurrent and terminating events	4
Identifying predictors of resilience to stressors in single-arm studies of pre–post change	4
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV	4
Improved efficiency for cross-arm comparisons via platform designs	4
Doubly robust nonparametric instrumental variable estimators for survival outcomes	4
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	4
Historical controls in clinical trials: a note on linking Pocock’s model with the robust mixture priors	4
Functional support vector machine	4