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 2020-03-01 to 2024-03-01.)

Article	Citations
Estimating diversity in networked ecological communities	69
Borrowing of information across patient subgroups in a basket trial based on distributional discrepancy	21
Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank	16
Two-Stage TMLE to reduce bias and improve efficiency in cluster randomized trials	15
Marginal modeling of cluster-period means and intraclass correlations in stepped wedge designs with binary outcomes	13
Inference after latent variable estimation for single-cell RNA sequencing data	12
Treed distributed lag nonlinear models	12
A probabilistic gene expression barcode for annotation of cell types from single-cell RNA-seq data	10
Bayesian biclustering for microbial metagenomic sequencing data via multinomial matrix factorization	10
Predicting the onset of breast cancer using mammogram imaging data with irregular boundary	9
Designing three-level cluster randomized trials to assess treatment effect heterogeneity	8
Assessing the accuracy of predictive models with interval-censored data	8
A benchmark for dose-finding studies with unknown ordering	8
Integrative functional linear model for genome-wide association studies with multiple traits	7
General tests of the Markov property in multi-state models	7
Bayesian analysis of longitudinal and multidimensional functional data	7
Two-part joint model for a longitudinal semicontinuous marker and a terminal event with application to metastatic colorectal cancer data	7
Accounting for total variation and robustness in profiling health care providers	7
Multiway generalized canonical correlation analysis	7
A controlled effects approach to assessing immune correlates of protection	7
A Bayesian nonparametric approach for evaluating the causal effect of treatment in randomized trials with semi-competing risks	6
Efficient model-based bioequivalence testing	6
Dose–response modeling in high-throughput cancer drug screenings: an end-to-end approach	6
Sine-skewed toroidal distributions and their application in protein bioinformatics	6
Principal curve approaches for inferring 3D chromatin architecture	6

Bayesian adaptive model selection design for optimal biological dose finding in phase I/II clinical trials	6
Integrated causal-predictive machine learning models for tropical cyclone epidemiology	6
A meta-inference framework to integrate multiple external models into a current study	5
Causal inference for recurrent event data using pseudo-observations	5
A sparse additive model for treatment effect-modifier selection	5
Surrogate-guided sampling designs for classification of rare outcomes from electronic medical records data	5
Geographically dependent individual-level models for infectious diseases transmission	5
Simultaneous differential network analysis and classification for matrix-variate data with application to brain connectivity	5
Immune correlates analysis using vaccinees from test negative designs	5
Doubly robust nonparametric instrumental variable estimators for survival outcomes	5
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping	4
A sparse negative binomial mixture model for clustering RNA-seq count data	4
Interim recruitment prediction for multi-center clinical trials	4
New approaches for testing non-inferiority for three-arm trials with Poisson distributed outcomes	4
Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis	4
DeLIVR: a deep learning approach to IV regression for testing nonlinear causal effects in transcriptome-wide association studies	3
Bayesian multivariate probability of success using historical data with type I error rate control	3
Bayesian design of clinical trials using joint models for longitudinal and time-to-event data	3
Modeling continuous glucose monitoring (CGM) data during sleep	3
Penalized model-based clustering of fMRI data	3
A divide-and-conquer method for sparse risk prediction and evaluation	3
Efficiently transporting causal direct and indirect effects to new populations under intermediate confounding and with multiple mediators	3
Bayesian integrative analysis and prediction with application to atherosclerosis cardiovascular disease	3
Single-index models with functional connectivity network predictors	3
Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes	3
A decision-theoretic approach to Bayesian clinical trial design and evaluation of robustness to prior-data conflict	3
Depth importance in precision medicine (DIPM): a tree- and forest-based method for right-censored survival outcomes	3
Joint modeling and multiple comparisons with the best of data from a SMART with survival outcomes	3
Historical controls in clinical trials: a note on linking Pocock’s model with the robust mixture priors	3
Direct modeling of the crude probability of cancer death and the number of life years lost due to cancer without the need of cause of death: a pseudo-observation approach in the relative survival sett	3
The role of body mass index at diagnosis of colorectal cancer on Black–White disparities in survival: a density regression mediation approach	3
An efficient and robust approach to Mendelian randomization with measured pleiotropic effects in a high-dimensional setting	2
Bayesian group testing with dilution effects	2
A Bayesian approach to estimating COVID-19 incidence and infection fatality rates	2
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population	2
A note on median regression for complex surveys	2
Information enhanced model selection for Gaussian graphical model with application to metabolomic data	2
Bayesian adaptive design for concurrent trials involving biologically related diseases	2
Joint frailty modeling of time-to-event data to elicit the evolution pathway of events: a generalized linear mixed model approach	2
Fast approximate inference for multivariate longitudinal data	2
Tailored Bayes: a risk modeling framework under unequal misclassification costs	2
Blurring cluster randomized trials and observational studies: Two-Stage TMLE for subsampling, missingness, and few independent units	2
An online framework for survival analysis: reframing Cox proportional hazards model for large data sets and neural networks	2
Statistical modeling of longitudinal medical cost trajectory: renal cell cancer care cost analyses	2
An optimal kernel-based multivariate U-statistic to test for associations with multiple phenotypes	2
Adaptive randomization in a two-stage sequential multiple assignment randomized trial	2
Bayesian sample size determination in basket trials borrowing information between subsets	2
Multiscale analysis of count data through topic alignment	2
Capturing discrete latent structures: choose LDs over PCs	2
A spatiotemporal recommendation engine for malaria control	2

Individualized multi-omic pathway deviation scores using multiple factor analysis	2
Adaptive treatment strategies for chronic conditions: shared-parameter G-estimation with an application to rheumatoid arthritis	2
Testing for similarity of binary efficacy–toxicity responses	2
Multiple exposure distributed lag models with variable selection	2
Interpretable principal component analysis for multilevel multivariate functional data	1
CoCoA: conditional correlation models with association size	1
A Bayesian framework for incorporating exposure uncertainty into health analyses with application to air pollution and stillbirth	1
Prognosis of cancer survivors: estimation based on differential equations	1
Semiparametric regression on cumulative incidence function with interval-censored competing risks data and missing event types	1
An imputation approach for a time-to-event analysis subject to missing outcomes due to noncoverage in disease registries	1
Cohort-based smoothing methods for age-specific contact rates	1
Feature selection for support vector regression using a genetic algorithm	1
Identifying covariate-related subnetworks for whole-brain connectome analysis	1
A hidden Markov modeling approach for identifying tumor subclones in next-generation sequencing studies	1
Corrigendum to: Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank	1
A flexible approach for predictive biomarker discovery	1
Testing calibration of phenotyping models using positive-only electronic health record data	1
Quantifying uncertainty in spikes estimated from calcium imaging data	1
Matrix decomposition for modeling lesion development processes in multiple sclerosis	1
Flexible evaluation of surrogacy in platform studies	1
Bayesian finite mixture of regression analysis for cancer based on histopathological imaging–environment interactions	1
Systematically missing data in causally interpretable meta-analysis	1
A Bayesian nonparametric model for classification of longitudinal profiles	1
Adaptive clinical trial designs with blinded selection of binary composite endpoints and sample size reassessment	1
A generalizability score for aggregate causal effect	1
Developing a predictive signature for two trial endpoints using the cross-validated risk scores method	1
Estimation of the generation interval using pairwise relative transmission probabilities	1
Nonparametric targeted Bayesian estimation of class proportions in unlabeled data	1
A controlled effects approach to assessing immune correlates of protection	1
Quantification and statistical modeling of droplet-based single-nucleus RNA-sequencing data	1
Evaluation of treatment effect modification by biomarkers measured pre- and post-randomization in the presence of non-monotone missingness	1
Bayesian multiregional clinical trials using model averaging	1
Semiparametric regression analysis of bivariate censored events in a family study of Alzheimer’s disease	1