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 2021-04-01 to 2025-04-01.)
ArticleCitations
Fast approximate inference for multivariate longitudinal data32
Correction to: A transformation perspective on marginal and conditional models22
Adaptive clinical trial designs with blinded selection of binary composite endpoints and sample size reassessment16
Developing a predictive signature for two trial endpoints using the cross-validated risk scores method13
Prognosis of cancer survivors: estimation based on differential equations12
Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis11
Quantifying uncertainty in spikes estimated from calcium imaging data10
Joint frailty modeling of time-to-event data to elicit the evolution pathway of events: a generalized linear mixed model approach9
A flexible approach for predictive biomarker discovery8
Separating and reintegrating latent variables to improve classification of genomic data8
Multiscale analysis of count data through topic alignment8
Bayesian sample size determination in basket trials borrowing information between subsets8
CoCoA: conditional correlation models with association size7
Assessing the causal effects of a stochastic intervention in time series data: are heat alerts effective in preventing deaths and hospitalizations?7
Inference after latent variable estimation for single-cell RNA sequencing data6
A Bayesian nonparametric approach to correct for underreporting in count data6
A scalable and unbiased discordance metric with H+6
A transformation perspective on marginal and conditional models6
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator6
Designing three-level cluster randomized trials to assess treatment effect heterogeneity6
Tree-informed Bayesian multi-source domain adaptation: cross-population probabilistic cause-of-death assignment using verbal autopsy6
Multiple exposure distributed lag models with variable selection5
Neuroimaging meta regression for coordinate based meta analysis data with a spatial model5
Doubly robust nonparametric instrumental variable estimators for survival outcomes5
Exponential family measurement error models for single-cell CRISPR screens5
A Bayesian semiparametric approach for inference on the population partly conditional mean from longitudinal data with dropout4
Similarity-based multimodal regression4
Mendelian randomization analysis using multiple biomarkers of an underlying common exposure4
Adaptive randomization in a two-stage sequential multiple assignment randomized trial4
Differential transcript usage analysis incorporating quantification uncertainty via compositional measurement error regression modeling4
Integrated causal-predictive machine learning models for tropical cyclone epidemiology4
Improved fMRI-based pain prediction using Bayesian group-wise functional registration4
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