RELIABILITY AND LIFETIME DATA ANALYSIS

Catalog description

This course covers the probabilistic, statistical, and data-analytic aspects of reliability and lifetime data analysis. Topics include modeling component and system reliability, estimation of lifetime distributions, survival analysis, accelerated testing, and degradation data modeling. The course emphasis is placed on both theoretical foundations and applied methods, with the use of modern statistical software for data analysis and visualization. Applications from engineering, product testing, and related fields are incorporated to connect theory with practice. (Cross-listed with MATH 8720 ).