Biostatistics

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 2021-06-01 to 2025-06-01.)
ArticleCitations
Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis39
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator24
Inference after latent variable estimation for single-cell RNA sequencing data16
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data13
Reassessing pharmacogenomic cell sensitivity with multilevel statistical models13
Interpretable principal component analysis for multilevel multivariate functional data12
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data12
DifferentialRegulation: a Bayesian hierarchical approach to identify differentially regulated genes10
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion9
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders8
An intersectional framework for counterfactual fairness in risk prediction8
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders7
Analyzing microbial evolution through gene and genome phylogenies7
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies7
A note on median regression for complex surveys7
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data6
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates6
Alleviating spatial confounding in frailty models6
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas6
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index6
A scalable approach for continuous time Markov models with covariates6
Correction to: A transformation perspective on marginal and conditional models5
Multiple exposure distributed lag models with variable selection5
A Bayesian nonparametric approach to correct for underreporting in count data5
Exponential family measurement error models for single-cell CRISPR screens5
A scalable and unbiased discordance metric with H+5
Identifying predictors of resilience to stressors in single-arm studies of pre–post change4
Historical controls in clinical trials: a note on linking Pocock’s model with the robust mixture priors4
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV4
Bayesian design of clinical trials using joint models for recurrent and terminating events4
Improved efficiency for cross-arm comparisons via platform designs4
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan4
Functional support vector machine4
Doubly robust nonparametric instrumental variable estimators for survival outcomes4
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