OOIR: Observatory of International Research

Papers

(The median citation count of Biostatistics is 1. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator	57
High-dimensional test for one-sided hypotheses	30
Stochastic gradient descent estimation of generalized matrix factorization models with application to single-cell RNA sequencing data	18
Inference after latent variable estimation for single-cell RNA sequencing data	18
Multi-study R -learner for estimating heterogeneous treatment effects across studies using statistical machine learning	15
Dynamic case-control sampling for rapid estimation of vaccine effectiveness against an emerging infectious disease variant	13
A joint Bayesian hierarchical model for estimating SARS-CoV-2 genomic and subgenomic RNA viral dynamics and seroconversion	12
Signal detection statistics of adverse drug events in hierarchical structure for matched case–control data	12
Differences in set-based tests for sparse alternatives when testing sets of outcomes compared to sets of explanatory factors in genetic association studies	11
Time-to-event surrogate endpoint validation using mediation analysis and meta-analytic data	11
DifferentialRegulation : a Bayesian hierarchical approach to identify differentially regulated genes	11
Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders	10
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	8
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
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samples	7
Semi-supervised calibration of inferred outcomes for estimating average treatment effects with validated outcomes	7
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
Covariate-guided Bayesian mixture of spline experts for the analysis of multivariate high-density longitudinal data	6
Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas	6
Addressing the mean–variance relationship in spatially resolved transcriptomics data with spoon	6
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	6
A scalable and unbiased discordance metric with H +	5

Estimating the heritability of longitudinal rate-of-change: genetic insights into PSA velocity in prostate cancer-free individuals	5
Multiple exposure distributed lag models with variable selection	5
Correction to: A transformation perspective on marginal and conditional models	5
Exponential family measurement error models for single-cell CRISPR screens	4
Functional support vector machine	4
A Bayesian nonparametric approach to correct for underreporting in count data	4
SAM-HC: a Bayesian nonparametric construction of hybrid control for randomized clinical trials using external data	4
Improved efficiency for cross-arm comparisons via platform designs	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
Multivariate functional linear discriminant analysis with feature selection: an application to inflammatory bowel disease classification	3
Causal estimands and identification of time-varying effects in nonstationary time series from N-of-1 mobile device data	3
Bayesian mapping of mortality clusters	3
Spatiotemporal varying coefficient model for respiratory disease mapping in Taiwan	3
Multiple imputation of more than one environmental exposure with nondifferential measurement error	3
IV-learner: learning conditional average treatment effects using instrumental variables	3
Fast matrix completion in epigenetic methylation studies with informative covariates	3
Estimating the overall fraction of phenotypic variance attributed to high-dimensional predictors measured with error	3
Multilevel functional quantile principal component analysis	3
A doubly robust framework for addressing outcome-dependent selection bias in multi-cohort EHR studies	3
A flexible class of latent variable models for the analysis of antibody response data	2
Cohort-based smoothing methods for age-specific contact rates	2
Modeling biomarker variability in joint analysis of longitudinal and time-to-event data	2
An imputation approach for a time-to-event analysis subject to missing outcomes due to noncoverage in disease registries	2
Risk functions with outcome measurement error	2
Identifying covariate-related subnetworks for whole-brain connectome analysis	2
Joint modeling of high-dimensional longitudinal data and survival using supervised low-rank tensor decomposition	2
Bayesian mixed model inference for genetic association under related samples with brain network phenotype	2
Multi-trait analysis of gene-by-environment interactions in large-scale genetic studies	2
A sensitivity analysis approach to principal stratification with a continuous longitudinal intermediate outcome: applications to a cohort stepped wedge trial	2
NBSR: a Negative Binomial Softmax Regression model for microRNA-seq data analysis	2
Tree-based subgroup discovery using electronic health record data: heterogeneity of treatment effects for DTG-containing therapies	2
Flexible evaluation of surrogacy in platform studies	2
Adaptive transfer learning for time-to-event modeling with applications in disease risk assessment	2
Uncertainty directed factorial clinical trials	2
Bayesian joint models for multi-regional clinical trials	1
Differential transcript usage analysis incorporating quantification uncertainty via compositional measurement error regression modeling	1
Assessing treatment efficacy for interval-censored endpoints using multistate semi-Markov models fit to multiple data streams	1
Data-augmented multistate modeling for chronic disease processes using cross-sectional studies: application to HPV and cervical precancer	1
Testing for a difference in means of a single feature after clustering	1
Dynamic models augmented by hierarchical data: an application of estimating HIV epidemics at sub-national level	1
Statistical inference for high-dimensional generalized estimating equations	1
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	1
Instrumental variable approach to estimating individual causal effects in N-of-1 trials: application to ISTOP study	1
Characterizing quantile-varying covariate effects under the accelerated failure time model	1
Joint modeling in presence of informative censoring on the retrospective time scale with application to palliative care research	1
An online framework for survival analysis: reframing Cox proportional hazards model for large data sets and neural networks	1
Longitudinal regression of covariance matrix outcomes	1
A Bayesian functional concurrent zero-inflated Dirichlet-multinomial regression model with application to infant microbiome	1
Shortcomings of deep learning for distributional predictors: a note	1

Identification and estimation of mediational effects of longitudinal modified treatment policies	1
Borrowing from historical control data in a Bayesian time-to-event model with flexible baseline hazard function	1
Blurring cluster randomized trials and observational studies: Two-Stage TMLE for subsampling, missingness, and few independent units	1