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Contributed Papers

Survival Analysis, Reliability and Accelerated Life Testing

Mon, Aug 3, 10:30 AM - 12:20 PM Room CC-107A Thomas M. Menino Convention & Exhibition Center

Kexin XieChair

Quality and Productivity Section

6 Presentations

A General Simulation-Based Optimisation Framework for Accelerated Life Tests

10:35 AM - 10:50 AM

Co-authors: Kevin Burke (University of Limerick)

Accelerated life testing Experimental design Optimal design Accelerated test plan optimisation Reliability analysis

AI-SALT: A Screening Accelerated Life Testing Framework for AI System Reliability

10:50 AM - 11:05 AM

Simin Zheng (Virginia Tech)

Co-authors: Xinlei Zhang (Virginia Tech), Xinwei Deng (Virginia Tech), Qingyu Yang (Wayne State University), Yili Hong

Screening Designs Accelerated Life Testing AI Reliability Autonomous Systems Recurrent Event Data Variable Selection

Establishing Clinical Non-Inferiority with Bayesian Hierarchical Meta-Analysis

11:05 AM - 11:20 AM

Co-authors: James Otto (Alcon), Jackson Barth

meta-analysis Bayesian non-inferiority predictive posterior inference hierarchical modeling Stan

Least Squares Based Generalized Inference for Survival and Reliability in Location Scale Families

11:20 AM - 11:35 AM

Co-authors: Malwane M.A. Ananda (University of Nevada, Las Vegas), Samaradasa Weerahandi (X-Techniques)

location scale family generalized pivotal quantity exact inference reliability analysis survival analysis

Toward Decision-Ready COVID-19 Survival Prediction: IPCW-Weighted Hybrid Deep Survival Models with Calibration Diagnostics

11:35 AM - 11:50 AM

Sunday Aghamie (University of Northern Colorado)

Co-authors: Khalil Shafie (University of Northern Colorado)

COVID-19 survival prediction Right-censored data Inverse probability of censoring weighting Discrete-time survival modeling Mixture-of-Experts Calibration diagnostics

Trend Analysis and Manufacturer Benchmarking of Autonomous Driving Using California DMV Test Data

11:50 AM - 12:05 PM

Co-authors: Simin Zheng (Virginia Tech), Jared Clark, Jie Min, Yili Hong

Autonomous Vehicle Test Recurrent Event Modeling Reliability Growth Safety Performance Statistical Benchmarking Temporal Trend Analysis

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