Tree‐Based Machine Learning to Identify and Understand Major Determinants for Stroke at the Neighborhood Level

Estimation of causal effects of multiple treatments in observational studies with a binary outcome

(2020) Liangyuan Hu et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Causal comparative effectiveness analysis of dynamic continuous-time treatment initiation rules with sparsely measured outcomes and death

(2019) Liangyuan Hu et al.   BIOMETRICS

Reducing Cardiovascular Disparities Through Community-Engaged Implementation Research

(2018) George A. Mensah et al.   CIRCULATION RESEARCH

Air Pollution and Stroke

(2018) Kuan Ken Lee et al.   Journal of Stroke

Random Survival Forest in practice: a method for modelling complex metabolomics data in time to event analysis

(2016) Stefan Dietrich et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

A Home- and Community-Based Physical Activity Program Can Improve the Cardiorespiratory Fitness and Walking Capacity of Stroke Survivors

(2016) Dianne Lesley Marsden et al.   Journal of Stroke & Cerebrovascular Diseases

A Home- and Community-Based Physical Activity Program Can Improve the Cardiorespiratory Fitness and Walking Capacity of Stroke Survivors

(2016) Dianne Lesley Marsden et al.   Journal of Stroke & Cerebrovascular Diseases

An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health

(2016) Juan Merlo et al.   PLoS One

Validation of Multilevel Regression and Poststratification Methodology for Small Area Estimation of Health Indicators From the Behavioral Risk Factor Surveillance System

(2015) Xingyou Zhang et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Efficacy of a Community-Based Physical Activity Program KM2H2 for Stroke and Heart Attack Prevention among Senior Hypertensive Patients: A Cluster Randomized Controlled Phase-II Trial

(2015) Jie Gong et al.   PLoS One

Interactive and Independent Associations between the Socioeconomic and Objective Built Environment on the Neighbourhood Level and Individual Health: A Systematic Review of Multilevel Studies

(2015) Steffen Andreas Schüle et al.   PLoS One

Variable selection for BART: An application to gene regulation

(2014) Justin Bleich et al.   Annals of Applied Statistics

A Monte Carlo simulation study comparing linear regression, beta regression, variable-dispersion beta regression and fractional logit regression at recovering average difference measures in a two sample design

(2014) Christopher Meaney et al.   BMC Medical Research Methodology

An evidence-based appraisal of global association between air pollution and risk of stroke

(2014) Wan-Shui Yang et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics

Bayesian Nonparametric Modeling for Causal Inference

(2010) Jennifer L. Hill   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS