OOIR: Observatory of International Research

Papers

(The TQCC of Biostatistics is 5. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Multi-study R -learner for estimating heterogeneous treatment effects across studies using statistical machine learning	56
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	26
Inference after latent variable estimation for single-cell RNA sequencing data	18
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	16
Dynamic case-control sampling for rapid estimation of vaccine effectiveness against an emerging infectious disease variant	15
DifferentialRegulation : a Bayesian hierarchical approach to identify differentially regulated genes	14
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	14
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	13
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	12
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	11
A scalable approach for continuous time Markov models with covariates	11
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	11
Analyzing microbial evolution through gene and genome phylogenies	11
Alleviating spatial confounding in frailty models	9
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	9
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samples	9
An intersectional framework for counterfactual fairness in risk prediction	9
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	9
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	8
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	8
A Bayesian nonparametric approach to correct for underreporting in count data	8
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	8
Correction to: A transformation perspective on marginal and conditional models	8
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	8
Multiple exposure distributed lag models with variable selection	7

Exponential family measurement error models for single-cell CRISPR screens	7
A scalable and unbiased discordance metric with H +	7
Improved efficiency for cross-arm comparisons via platform designs	6
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	5
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV	5
Functional support vector machine	5
Bayesian design of clinical trials using joint models for recurrent and terminating events	5
Doubly robust evaluation of high-dimensional surrogate markers	5