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 2022-06-01 to 2026-06-01.)

Article	Citations
Multi-study R -learner for estimating heterogeneous treatment effects across studies using statistical machine learning	56
Inference after latent variable estimation for single-cell RNA sequencing data	26
Stochastic gradient descent estimation of generalized matrix factorization models with application to single-cell RNA sequencing data	18
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	18
High-dimensional test for one-sided hypotheses	16
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	14
Dynamic case-control sampling for rapid estimation of vaccine effectiveness against an emerging infectious disease variant	14
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	13
DifferentialRegulation : a Bayesian hierarchical approach to identify differentially regulated genes	12
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	11
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	11
Analyzing microbial evolution through gene and genome phylogenies	11
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	11
A scalable approach for continuous time Markov models with covariates	11
An intersectional framework for counterfactual fairness in risk prediction	10
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	9
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	9
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	9
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	8
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samples	8
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	8
Alleviating spatial confounding in frailty models	8
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	8
Correction to: A transformation perspective on marginal and conditional models	7
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	7

Exponential family measurement error models for single-cell CRISPR screens	7
A scalable and unbiased discordance metric with H +	6
Multiple exposure distributed lag models with variable selection	6
A Bayesian nonparametric approach to correct for underreporting in count data	5
Improved efficiency for cross-arm comparisons via platform designs	5
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV	5
Identifying predictors of resilience to stressors in single-arm studies of pre–post change	5
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	5
Doubly robust evaluation of high-dimensional surrogate markers	5