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 2022-05-01 to 2026-05-01.)

Article	Citations
Multi-study R -learner for estimating heterogeneous treatment effects across studies using statistical machine learning	56
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	18
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	16
Dynamic case-control sampling for rapid estimation of vaccine effectiveness against an emerging infectious disease variant	15
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	14
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	13
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	12
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	11
Analyzing microbial evolution through gene and genome phylogenies	11
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	11
A scalable approach for continuous time Markov models with covariates	11
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders	9
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samples	9
An intersectional framework for counterfactual fairness in risk prediction	9
Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index	9
Alleviating spatial confounding in frailty models	9
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	8
Correction to: A transformation perspective on marginal and conditional models	8
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	8
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	8
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	8
A Bayesian nonparametric approach to correct for underreporting in count data	8
A scalable and unbiased discordance metric with H +	7

Multiple exposure distributed lag models with variable selection	7
Exponential family measurement error models for single-cell CRISPR screens	7
Improved efficiency for cross-arm comparisons via platform designs	6
Bayesian design of clinical trials using joint models for recurrent and terminating events	5
Doubly robust evaluation of high-dimensional surrogate markers	5
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	5
A Bayesian approach for investigating the pharmacogenetics of combination antiretroviral therapy in people with HIV	5
Functional support vector machine	5
Fast matrix completion in epigenetic methylation studies with informative covariates	4
Identifying predictors of resilience to stressors in single-arm studies of pre–post change	4
A doubly robust framework for addressing outcome-dependent selection bias in multi-cohort EHR studies	4
Estimating the overall fraction of phenotypic variance attributed to high-dimensional predictors measured with error	4
SAM-HC: a Bayesian nonparametric construction of hybrid control for randomized clinical trials using external data	4
Bayesian mapping of mortality clusters	4
Multiple imputation of more than one environmental exposure with nondifferential measurement error	4
Multiscale analysis of count data through topic alignment	3
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping	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
Risk functions with outcome measurement error	3
Identifying covariate-related subnetworks for whole-brain connectome analysis	3
A hierarchical prior for generalized linear models based on predictions for the mean response	3
A flexible approach for predictive biomarker discovery	3
Uncertainty directed factorial clinical trials	3
Joint modeling of high-dimensional longitudinal data and survival using supervised low-rank tensor decomposition	3
Flexible evaluation of surrogacy in platform studies	3
Characterizing quantile-varying covariate effects under the accelerated failure time model	2
Bayesian mixed model inference for genetic association under related samples with brain network phenotype	2
A probabilistic gene expression barcode for annotation of cell types from single-cell RNA-seq data	2
Longitudinal regression of covariance matrix outcomes	2
Bayesian joint models for multi-regional clinical trials	2
Instrumental variable approach to estimating individual causal effects in N-of-1 trials: application to ISTOP study	2
Constrained groupwise additive index models	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
Multi-trait analysis of gene-by-environment interactions in large-scale genetic studies	2
Shortcomings of deep learning for distributional predictors: a note	2
An online framework for survival analysis: reframing Cox proportional hazards model for large data sets and neural networks	2
Differential transcript usage analysis incorporating quantification uncertainty via compositional measurement error regression modeling	2
A controlled effects approach to assessing immune correlates of protection	2
Designing three-level cluster randomized trials to assess treatment effect heterogeneity	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
Assessing treatment efficacy for interval-censored endpoints using multistate semi-Markov models fit to multiple data streams	2