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Assessment of Semi-Parametric Proportional Intensity Models

Autor Shwu-Tzy (Suzy) Jiang, Thomas L. Landers
de Limba Germană Paperback – 18 noi 2013
This book provides both the assessment of repairable system reliability using the proportional intensity models and a thorough evaluation on the model performance for a set of special engineering applications, including right-censoring severity, life cycles with substantial overhaul (dormancy) intervals, and multiple failure types (major and minor). Compared to the extensive literature on application of the Cox-based PI regression models in the biostatistics field, there has been a small but growing body of literature reported for reliability engineering applications. The robustness study simulates recurrent failure data, and provides a thorough examination across a relevant range of sample size, shape parameter, and censoring severity values. Cox-based proportional intensity models include PWP-GT, PWP-TT, AG, and WLW models. The results are beneficial to practitioners in anticipating the more favorable applications domains and selecting appropriate PI models.
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Specificații

ISBN-13: 9783639083835
ISBN-10: 3639083830
Pagini: 348
Dimensiuni: 150 x 220 x 21 mm
Greutate: 0.44 kg
Editura: VDM Verlag Dr. Müller e.K.

Notă biografică

Shwu-Tzy (Suzy) Jiang received a PhD at the University of Oklahoma(OU). Dr. Jiang is currently working for a major oil company, and has worked as a reliability engineer in the energy and electronics industries. She was appointed adjunct assistant professor at OU. Dr. Tom Landers is AT&T Chair and Dean at OU, and has published over 90 papers.