Biostatistics

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 2021-08-01 to 2025-08-01.)
ArticleCitations
Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis41
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator26
Inference after latent variable estimation for single-cell RNA sequencing data17
Reassessing pharmacogenomic cell sensitivity with multilevel statistical models16
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data13
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion12
Interpretable principal component analysis for multilevel multivariate functional data12
DifferentialRegulation: a Bayesian hierarchical approach to identify differentially regulated genes11
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data10
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies8
A note on median regression for complex surveys8
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population7
Analyzing microbial evolution through gene and genome phylogenies7
A scalable approach for continuous time Markov models with covariates7
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders7
Alleviating spatial confounding in frailty models6
An intersectional framework for counterfactual fairness in risk prediction6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas6
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates6
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders6
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data6
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index6
Correction to: A transformation perspective on marginal and conditional models5
Doubly robust nonparametric instrumental variable estimators for survival outcomes5
Exponential family measurement error models for single-cell CRISPR screens5
Multiple exposure distributed lag models with variable selection5
A Bayesian nonparametric approach to correct for underreporting in count data5
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon5
A scalable and unbiased discordance metric with H+5
Improved efficiency for cross-arm comparisons via platform designs5
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