OOIR: Observatory of International Research

Papers

(The TQCC of Biostatistics is 3. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Estimating diversity in networked ecological communities	71
Borrowing of information across patient subgroups in a basket trial based on distributional discrepancy	22
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
Treed distributed lag nonlinear models	14
Inference after latent variable estimation for single-cell RNA sequencing data	14
Marginal modeling of cluster-period means and intraclass correlations in stepped wedge designs with binary outcomes	13
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	9
A benchmark for dose-finding studies with unknown ordering	8
Accounting for total variation and robustness in profiling health care providers	8
Multiway generalized canonical correlation analysis	7
Two-part joint model for a longitudinal semicontinuous marker and a terminal event with application to metastatic colorectal cancer data	7
Dose–response modeling in high-throughput cancer drug screenings: an end-to-end approach	7
Bayesian analysis of longitudinal and multidimensional functional data	7
General tests of the Markov property in multi-state models	7
Integrative functional linear model for genome-wide association studies with multiple traits	7
A controlled effects approach to assessing immune correlates of protection	7
Sine-skewed toroidal distributions and their application in protein bioinformatics	6
Efficient model-based bioequivalence testing	6
A Bayesian nonparametric approach for evaluating the causal effect of treatment in randomized trials with semi-competing risks	6
Principal curve approaches for inferring 3D chromatin architecture	6
Doubly robust nonparametric instrumental variable estimators for survival outcomes	6

Immune correlates analysis using vaccinees from test negative designs	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
Surrogate-guided sampling designs for classification of rare outcomes from electronic medical records data	5
Simultaneous differential network analysis and classification for matrix-variate data with application to brain connectivity	5
Causal inference for recurrent event data using pseudo-observations	5
A meta-inference framework to integrate multiple external models into a current study	5
A sparse additive model for treatment effect-modifier selection	5
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping	4
A decision-theoretic approach to Bayesian clinical trial design and evaluation of robustness to prior-data conflict	4
A sparse negative binomial mixture model for clustering RNA-seq count data	4
Interim recruitment prediction for multi-center clinical trials	4
Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis	4
New approaches for testing non-inferiority for three-arm trials with Poisson distributed outcomes	4
Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes	4
A divide-and-conquer method for sparse risk prediction and evaluation	3
DeLIVR: a deep learning approach to IV regression for testing nonlinear causal effects in transcriptome-wide association studies	3
Depth importance in precision medicine (DIPM): a tree- and forest-based method for right-censored survival outcomes	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
Bayesian multivariate probability of success using historical data with type I error rate control	3
Bayesian integrative analysis and prediction with application to atherosclerosis cardiovascular disease	3
Single-index models with functional connectivity network predictors	3
Bayesian adaptive design for concurrent trials involving biologically related diseases	3
The role of body mass index at diagnosis of colorectal cancer on Black–White disparities in survival: a density regression mediation approach	3
Efficiently transporting causal direct and indirect effects to new populations under intermediate confounding and with multiple mediators	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