OOIR: Observatory of International Research

Papers

(The median citation count of Biostatistics is 2. 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.)

Article	Citations
Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis	41
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	26
Inference after latent variable estimation for single-cell RNA sequencing data	17
Reassessing pharmacogenomic cell sensitivity with multilevel statistical models	16
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	13
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	12
Interpretable principal component analysis for multilevel multivariate functional data	12
DifferentialRegulation: a Bayesian hierarchical approach to identify differentially regulated genes	11
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	10
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	8
A note on median regression for complex surveys	8
A scalable approach for continuous time Markov models with covariates	7
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	7
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	7
Analyzing microbial evolution through gene and genome phylogenies	7
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	6
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	6
Alleviating spatial confounding in frailty models	6
An intersectional framework for counterfactual fairness in risk prediction	6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	6
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	6
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	6
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	5
A scalable and unbiased discordance metric with H+	5
Improved efficiency for cross-arm comparisons via platform designs	5

Correction to: A transformation perspective on marginal and conditional models	5
Doubly robust nonparametric instrumental variable estimators for survival outcomes	5
Exponential family measurement error models for single-cell CRISPR screens	5
Multiple exposure distributed lag models with variable selection	5
A Bayesian nonparametric approach to correct for underreporting in count data	5
Identifying predictors of resilience to stressors in single-arm studies of pre–post change	4
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV	4
Bayesian design of clinical trials using joint models for recurrent and terminating events	4
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	4
Historical controls in clinical trials: a note on linking Pocock’s model with the robust mixture priors	4
Quantifying uncertainty in spikes estimated from calcium imaging data	3
Tree-based subgroup discovery using electronic health record data: heterogeneity of treatment effects for DTG-containing therapies	3
Estimating the overall fraction of phenotypic variance attributed to high-dimensional predictors measured with error	3
Fast matrix completion in epigenetic methylation studies with informative covariates	3
Prognosis of cancer survivors: estimation based on differential equations	3
Joint frailty modeling of time-to-event data to elicit the evolution pathway of events: a generalized linear mixed model approach	3
Doubly robust evaluation of high-dimensional surrogate markers	3
Multiple imputation of more than one environmental exposure with nondifferential measurement error	3
Bayesian multivariate probability of success using historical data with type I error rate control	3
Multiscale analysis of count data through topic alignment	3
A flexible approach for predictive biomarker discovery	3
Functional support vector machine	3
Feature selection for support vector regression using a genetic algorithm	3
Bayesian group testing with dilution effects	3
Bayesian mixed model inference for genetic association under related samples with brain network phenotype	2
Predicting the onset of breast cancer using mammogram imaging data with irregular boundary	2
A hierarchical prior for generalized linear models based on predictions for the mean response	2
A probabilistic gene expression barcode for annotation of cell types from single-cell RNA-seq data	2
Multi-trait analysis of gene-by-environment interactions in large-scale genetic studies	2
Differential transcript usage analysis incorporating quantification uncertainty via compositional measurement error regression modeling	2
Uncertainty directed factorial clinical trials	2
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping	2
Modeling biomarker variability in joint analysis of longitudinal and time-to-event data	2
Cohort-based smoothing methods for age-specific contact rates	2
Designing three-level cluster randomized trials to assess treatment effect heterogeneity	2
Identifying covariate-related subnetworks for whole-brain connectome analysis	2
An imputation approach for a time-to-event analysis subject to missing outcomes due to noncoverage in disease registries	2
A controlled effects approach to assessing immune correlates of protection	2
Flexible evaluation of surrogacy in platform studies	2
Separating and reintegrating latent variables to improve classification of genomic data	2