Longitudinal Data

Sun, Aug 2, 2:00 PM - 3:50 PM Room CC-204A Thomas M. Menino Convention & Exhibition Center

Sijian WangChair

International Chinese Statistical Association

7 Presentations

Change point detection using Bayesian adaptive LASSO quantile regression

2:05 PM - 2:20 PM

Mai Dao (Wichita State University)

Co-authors: Ranran Chen (University of Texas at San Antonio), Donald Lien (University of Texas at San Antonio), Keying Ye (University of Texas at San Antonio), Min Wang (University of Texas At San Antonio)

change point detection quantile regression Bayesian adaptive LASSO MCMC sampling algorithm

Cluster analysis of functional data with random effect using p-spline and pairwise comparison

2:20 PM - 2:35 PM

Xinyu Li

Co-authors: Lan Xue (Oregon State University)

functional data clustering random effect penalized splines ADMM linear mixed model

Common Component Recovery in Heterogeneous Chain-Linked Multiple Matrices

2:35 PM - 2:50 PM

Hao Mei (School of Statistics, Renmin University of China)

Co-authors: Xinyan Fan (Renmin University of China), Shuangge Ma

Multiple Relational Matrices Aggregated Projection Matrices Spectral Decomposition Common Relational Structure Covariate-Specific Effects

Estimating the causal quantile treatment effect and expected shortfall for spatio-temporal data

2:50 PM - 3:05 PM

Xin Lu (Washington University in St. Louis)

Co-authors: Bo Li (Washington University in St. Louis), XUMING HE (Washington University in St. Louis)

Causal inference Quantile treatment effect Expected shortfall Potential outcome framework Violation of unconfoundedness

Finite Markov chains with absorbing states and misspecified random effects

3:05 PM - 3:20 PM

Pei Wang

Co-authors: Changrui Liu (University of Kentucky), Jiyeon Park, Suzanne Tyas (University of Waterloo), Richard Kryscio (University of Kentucky)

Absorbing State Finite Mark chains h-likelihood misspecification random effect

Penalized Joint Frailty Model of High-Dimensional Recurrent Event Data and a Survival Outcome

3:20 PM - 3:35 PM

Jiehuan Sun (University of Illinois Chicago)

Dynamic prediction High-dimensional recurrent event data Joint frailty model Variational approximation

Time-to-Detection Occupancy and Abundance Models with Dependent Detectability

3:35 PM - 3:50 PM

Wen-Han Hwang (National Tsing Hua University)

Co-authors: Dinusha Priyadarshani (National Chung Hsing Univesity)

•Time-to-detection Occupancy probability Detection heterogeneity Latent dependence