Accelerated Life Models: Modeling and Statistical Analysis

ISBN-13: 9780367396633 / Angielski / Miękka / 2019 / 360 str.

Vilijandas Bagdonavicius; Mikhail Nikulin

Opis

Authors Badonavicius and Nikulin have developed a large and important class of survival analysis models that generalize most of the existing models. In a unified, systematic presentation that does not get bogged down in technical details, this monograph fully examines those models and explores areas of accelerated life testing usually only touched upon in the literature. In addition to the classical results, the authors devote considerable attention to models with time-varying explanatory variables and to methods of semiparametric estimation. The authors include goodness-of-fit tests for the most important models. This book is valuable as both a high-level textbook and as a professional reference.

Spis treści

Introduction. Accelerated Life Models (ALT). Statistical Analysis of ALT Data Using Additive Accumulation of Damages (ADD). Statistical Analysis of ALT Data Using CHSH Models. Statistical Analysis of ALT Data Using GPH, GH, and GA. Models. ALT When a Process of Production is Unstable. Model Choice. Analysis of Degradation Data with Covariates. Accelerated Testing of Systems. Asymptotic Methods. Appendix.

O autorze

Bagdonavicius, Vilijandas; Nikulin, Mikhail