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 2022-08-01 to 2026-08-01.)

Article	Citations
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	57
High-dimensional test for one-sided hypotheses	30
Stochastic gradient descent estimation of generalized matrix factorization models with application to single-cell RNA sequencing data	18
Inference after latent variable estimation for single-cell RNA sequencing data	18
Multi-study R -learner for estimating heterogeneous treatment effects across studies using statistical machine learning	15
Dynamic case-control sampling for rapid estimation of vaccine effectiveness against an emerging infectious disease variant	13
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	12
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	11
DifferentialRegulation : a Bayesian hierarchical approach to identify differentially regulated genes	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
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	10
A scalable approach for continuous time Markov models with covariates	10
An intersectional framework for counterfactual fairness in risk prediction	8
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	8
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	8
Analyzing microbial evolution through gene and genome phylogenies	7
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samples	7
Semi-supervised calibration of inferred outcomes for estimating average treatment effects with validated outcomes	7
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	7
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	6
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	6
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	6
Multiple exposure distributed lag models with variable selection	5

Correction to: A transformation perspective on marginal and conditional models	5
A scalable and unbiased discordance metric with H +	5
Estimating the heritability of longitudinal rate-of-change: genetic insights into PSA velocity in prostate cancer-free individuals	5
A Bayesian nonparametric approach to correct for underreporting in count data	4
SAM-HC: a Bayesian nonparametric construction of hybrid control for randomized clinical trials using external data	4
Improved efficiency for cross-arm comparisons via platform designs	4
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV	4
Identifying predictors of resilience to stressors in single-arm studies of pre–post change	4
Exponential family measurement error models for single-cell CRISPR screens	4
Functional support vector machine	4