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 2021-05-01 to 2025-05-01.)

Article	Citations
Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis	39
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	22
Inference after latent variable estimation for single-cell RNA sequencing data	16
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	13
Reassessing pharmacogenomic cell sensitivity with multilevel statistical models	13
Interpretable principal component analysis for multilevel multivariate functional data	12
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	12
DifferentialRegulation: a Bayesian hierarchical approach to identify differentially regulated genes	10
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	10
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	8
An intersectional framework for counterfactual fairness in risk prediction	8
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	8
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	7
A note on median regression for complex surveys	7
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
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	6
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	6
A scalable approach for continuous time Markov models with covariates	6
Analyzing microbial evolution through gene and genome phylogenies	6
Alleviating spatial confounding in frailty models	6
Correction to: A transformation perspective on marginal and conditional models	5
A Bayesian nonparametric approach to correct for underreporting in count data	5
Exponential family measurement error models for single-cell CRISPR screens	5

A scalable and unbiased discordance metric with H+	5
Improved efficiency for cross-arm comparisons via platform designs	4
Doubly robust nonparametric instrumental variable estimators for survival outcomes	4
Semiparametric regression analysis of bivariate censored events in a family study of Alzheimer’s disease	4
Historical controls in clinical trials: a note on linking Pocock’s model with the robust mixture priors	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
Doubly robust evaluation of high-dimensional surrogate markers	4
Multiple exposure distributed lag models with variable selection	4
Functional support vector machine	4
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	4
Bayesian design of clinical trials using joint models for recurrent and terminating events	4
Quantifying uncertainty in spikes estimated from calcium imaging data	3
Bayesian multivariate probability of success using historical data with type I error rate control	3
Multiple imputation of more than one environmental exposure with nondifferential measurement error	3
Bayesian group testing with dilution effects	3
Joint frailty modeling of time-to-event data to elicit the evolution pathway of events: a generalized linear mixed model approach	3
Feature selection for support vector regression using a genetic algorithm	3
Prognosis of cancer survivors: estimation based on differential equations	3
Multiscale analysis of count data through topic alignment	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
A Bayesian nonparametric model for classification of longitudinal profiles	2
Predicting the onset of breast cancer using mammogram imaging data with irregular boundary	2
Bayesian mixed model inference for genetic association under related samples with brain network phenotype	2
A controlled effects approach to assessing immune correlates of protection	2
A probabilistic gene expression barcode for annotation of cell types from single-cell RNA-seq data	2
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping	2
Tree-based subgroup discovery using electronic health record data: heterogeneity of treatment effects for DTG-containing therapies	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 hierarchical prior for generalized linear models based on predictions for the mean response	2
Modeling biomarker variability in joint analysis of longitudinal and time-to-event data	2
A flexible approach for predictive biomarker discovery	2
Uncertainty directed factorial clinical trials	2
Smallerp-values in genomics studies using distilled auxiliary information	2
Flexible evaluation of surrogacy in platform studies	2
Cohort-based smoothing methods for age-specific contact rates	2