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 2021-11-01 to 2025-11-01.)

Article	Citations
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	45
Inference after latent variable estimation for single-cell RNA sequencing data	29
Reassessing pharmacogenomic cell sensitivity with multilevel statistical models	21
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	16
DifferentialRegulation: a Bayesian hierarchical approach to identify differentially regulated genes	14
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	14
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	12
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	12
A scalable approach for continuous time Markov models with covariates	10
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	10
An intersectional framework for counterfactual fairness in risk prediction	9
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	8
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	8
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	7
Analyzing microbial evolution through gene and genome phylogenies	7
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	7
Alleviating spatial confounding in frailty models	7
Improved efficiency for cross-arm comparisons via platform designs	6
A scalable and unbiased discordance metric with H+	6
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	6
Multiple exposure distributed lag models with variable selection	6
A Bayesian nonparametric approach to correct for underreporting in count data	6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	6
Exponential family measurement error models for single-cell CRISPR screens	6
Correction to: A transformation perspective on marginal and conditional models	6

Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	6
Bayesian design of clinical trials using joint models for recurrent and terminating events	5
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	5
Doubly robust evaluation of high-dimensional surrogate markers	5
Identifying predictors of resilience to stressors in single-arm studies of pre–post change	5
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV	5
Bayesian multivariate probability of success using historical data with type I error rate control	4
Multiple imputation of more than one environmental exposure with nondifferential measurement error	4
Historical controls in clinical trials: a note on linking Pocock’s model with the robust mixture priors	4
Joint frailty modeling of time-to-event data to elicit the evolution pathway of events: a generalized linear mixed model approach	4
Bayesian group testing with dilution effects	4
Estimating the overall fraction of phenotypic variance attributed to high-dimensional predictors measured with error	4
Multiscale analysis of count data through topic alignment	4
Fast matrix completion in epigenetic methylation studies with informative covariates	4
Functional support vector machine	4
A flexible approach for predictive biomarker discovery	3
Uncertainty directed factorial clinical trials	3
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping	3
Identifying covariate-related subnetworks for whole-brain connectome analysis	3
An imputation approach for a time-to-event analysis subject to missing outcomes due to noncoverage in disease registries	3
Tree-based subgroup discovery using electronic health record data: heterogeneity of treatment effects for DTG-containing therapies	3
Cohort-based smoothing methods for age-specific contact rates	3
Multi-trait analysis of gene-by-environment interactions in large-scale genetic studies	2
A controlled effects approach to assessing immune correlates of protection	2
Separating and reintegrating latent variables to improve classification of genomic data	2
Differential transcript usage analysis incorporating quantification uncertainty via compositional measurement error regression modeling	2
Joint modeling of longitudinal and competing-risk data using cumulative incidence functions for the failure submodels accounting for potential failure cause misclassification through double sampling	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 probabilistic gene expression barcode for annotation of cell types from single-cell RNA-seq data	2
Constrained groupwise additive index models	2
Estimation and false discovery control for the analysis of environmental mixtures	2
Flexible evaluation of surrogacy in platform studies	2
Bayesian mixed model inference for genetic association under related samples with brain network phenotype	2
Longitudinal regression of covariance matrix outcomes	2
Designing three-level cluster randomized trials to assess treatment effect heterogeneity	2