Quality Management and Operations Research: Understanding and Implementing the Nonparametric Bayesian Approach

ISBN-13: 9780367744908 / Angielski / Twarda / 2021 / 120 str.

Nezameddin Faghih; Ebrahim Bonyadi; Lida Sarreshtehdari

Opis

Offering a step-by-step approach for applying the Nonparametric Method with the Bayesian approach to model complex relationships occurring in reliability engineering, quality management, and operations research, it also discusses survival and censored data, accelerated lifetime tests (issues in reliability data analysis), and R codes.

Spis treści

1. Introduction. 2. Quality and Reliability. 3. Dirichlet Process. 4. Nonparametric Bayesian Approach in Accelerated Lifetime Tests. 5. Illustrative Examples and Results. Appendix A:Guide to Proofs. Appendix B: R Programming Codes. References.