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 2022-01-01 to 2026-01-01.)

Article	Citations
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	48
Multi-study R -learner for estimating heterogeneous treatment effects across studies using statistical machine learning	21
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	15
Reassessing pharmacogenomic cell sensitivity with multilevel statistical models	15
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	12
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	10
DifferentialRegulation : a Bayesian hierarchical approach to identify differentially regulated genes	10
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	9
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	9
Analyzing microbial evolution through gene and genome phylogenies	8
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	8
A scalable approach for continuous time Markov models with covariates	8
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samples	8
An intersectional framework for counterfactual fairness in risk prediction	8
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	7
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	7
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	7
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	7
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	7
Alleviating spatial confounding in frailty models	7
A scalable and unbiased discordance metric with H +	6
A Bayesian nonparametric approach to correct for underreporting in count data	6
Exponential family measurement error models for single-cell CRISPR screens	6

Correction to: A transformation perspective on marginal and conditional models	6
Multiple exposure distributed lag models with variable selection	6
Improved efficiency for cross-arm comparisons via platform designs	5
Bayesian design of clinical trials using joint models for recurrent and terminating events	5