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Contributed Papers

Semiparametric Modeling Advanced Research

Thu, Aug 7, 10:30 AM - 12:20 PM Room CC-103B Music City Center

Wei-Wen HsuChair

Biometrics Section

7 Presentations

Average Treatment Effect with Continuous Instrumental Variables

10:35 AM - 10:50 AM

Co-authors: Mei Dong, Dingke Tang, Mei Dong, Wei Xu (University of Toronto), Linbo Wang (University of Toronto)

Average Treatment Effect Continuous Instrumental Variable Semiparametric Efficiency

Bayesian Model of Gap Times for Multitype Recurrent and a Terminal Event: A Joint Dynamic Framework

10:50 AM - 11:05 AM

Co-authors: Mithun Kumar Acharjee, AKM Fazlur Rahman (University of Alabama at Birmingham), Mithun Kumar Acharjee

Gap time Multitype recurrent events Terminal event Bayesian semiparametric joint dynamic model Gamma process prior ALLHAT-LLT Study

Efficient Nonparametric Inference for Mediation Analysis with Nonignorable Missing Confounders

11:05 AM - 11:20 AM

Co-authors: Jiawei Shan (University of Wisconsin-Madison), Jiawei Shan (University of Wisconsin-Madison)

Direct and indirect effects Ill-posed inverse problem Missing not at random Semiparametric efficiency bound Sieve approximation

Federated Proportional Likelihood Ratio Model for Heterogeneous Multisite Studies

11:20 AM - 11:35 AM

Co-authors: Tinghui Xu, Tinghui Xu

Federated Learning Semi-parametric Methods Proportional Likelihood Ratio Model Distributed Inference Heterogeneous Data Analysis Multisite Studies

Interpretable, simultaneous relevant components from multimodal data with structured iSSANOVA-PCA

11:35 AM - 11:50 AM

Co-authors: Senthil Kumar Muthiah, Rafael Irizarry (Dana-Farber Cancer Institute), Senthil Kumar Muthiah

pca multi-modal integrative data analysis interpretation ssanova

Semi-Explainable Deep Cox Model for Analyzing Survival Time in End Stage Kidney Diseases

11:50 AM - 12:05 PM

Co-authors: Hossein Moradi Rekabdarkolaee (South Dakota State University), Hossein Moradi Rekabdarkolaee (South Dakota State University), Semhar Michael (South Dakota State University)

Deep Cox Survival Analysis End Stage Kidney Diseases

SPYCE: Semi-Parametric Y-dependent right-Censored Covariate Estimator

12:05 PM - 12:20 PM

Co-authors: Kihyun Han, Yanyuan Ma (Penn State University), Kihyun Han, Tanya Garcia

semiparametric modeling right-censoring double robustness inverse probability weighting kernel estimation Huntington's disease

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