Advances in Joint Modeling and Data Integration

Sun, Aug 6, 2:00 PM

Hyoyoung Choo-WosobaChair

Biometrics Section

7 Presentations

A Bayesian joint model of kidney disease progression, recurrent cardiovascular events, and terminal event

2:05 PM - 2:20 PM

Danh Nguyen (University of California-Irvine)

Co-authors: Esra Kurum (University of California-Riverside), Brian Kwan (University of California-Los Angeles), Qi Qian (University of California, Los Angeles), Sudipto Banerjee (University of California At Los Angeles, Department of Biostatistics), Connie Rhee (Harold Simmons Center for Chronic Disease Research and Epidemiology, University of California Irvine), Damla Senturk (University of California-Los Angeles)

Application of joint model in characterizing pre- and post-dementia trajectory of cognitive function

2:20 PM - 2:35 PM

Eukyung Yhang (Boston University)

Co-authors: Jessica LeClair (Boston University), Georgios Tripodis (Boston University)

WITHDRAWN A conditional modeling approach for dynamic disease risk prediction

2:35 PM - 2:50 PM

Co-authors: Yongli Han (Bristol Myers Squibb), Danping Liu (National Institutes of Health), Ming Wang (Case Western Reserve University), Zhiwei Zhang

Multivariate spatiotemporal functional principal component analysis

2:50 PM - 3:05 PM

Qi Qian (University of California, Los Angeles)

Co-authors: Danh Nguyen (University of California-Irvine), Donatello Telesca (UCLA School of Public Health), Esra Kurum (University of California-Riverside), Connie Rhee (Harold Simmons Center for Chronic Disease Research and Epidemiology, University of California Irvine), Sudipto Banerjee (University of California At Los Angeles, Department of Biostatistics), Yihao Li, Damla Senturk (University of California-Los Angeles)

A Two-Stage Modeling Approach to Risk Prediction with High-Dimensional Two-Phase Data

3:05 PM - 3:20 PM

Jill Hasler

Co-authors: Changcheng Li, Runze Li (Pennsylvania State University), Ravi Parikh (University of Pennsylvania Perelman School of Medicine), Jinbo Chen (University of Pennsylvania)

Hierarchical nuclear norm penalization for multi-view data integration

3:20 PM - 3:35 PM

Sangyoon Yi (Oklahoma State University)

Co-authors: Raymond Wong (Texas A&M University), Irina Gaynanova (Texas A&M University)

The Proportional Risks Model for Cause-Specific Hazards in Nested Case-Control Studies

3:35 PM - 3:50 PM

Yen Chang (The University of North Carolina at Chapel Hill)

Co-authors: Anastasia Ivanova (University of North Carolina-Chapel Hill), Jason Fine (Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA), Yei Eun Shin (Department of Statistics, Seoul National University, Seoul, South Korea)

Session participants

Ana Maria Ortega-Villa (National Institutes of Health)

Participant