114年第2學期-6193 增量衰退量模型專題（二） 課程資訊

評分方式

評分項目	配分比例	說明
課堂參與	100

教育目標

培養與訓練衰退量資料分析能力與相關統計推論

課程概述

Stochastic process–based degradation models are widely used in the reliability literature. Increment degradation models extend these stochastic frameworks by relaxing the traditional additive property. As empirical models, they offer the flexibility to explore alternative distributions for degradation increments, allowing for a more comprehensive and adaptable representation of degradation behavior. This course focuses on modeling dependencies among increments, with particular emphasis on the use of copula functions. It also addresses the challenges arising from the loss of additivity, especially those related to the construction of likelihood functions and the prediction of lifetime distributions.

基本資料

選修課，學分數：0-1
上課時間：五/7[M438]
修課班級：統計博1,2
修課年級：1年級以上
選課備註：

參考書目

selected papers