Pham, Hoang. <br/><br/>
Statistical Reliability Engineering  Methods, Models and Applications /  [electronic resource] : 
by Hoang Pham. 
 - 1st ed. 2022. 
 - 1 online resource 
 - Springer Series in Reliability Engineering,  2196-999X .
 - Springer Series in Reliability Engineering, .
<br/><br/>Probability, Statistics, and Reliability Concepts -- Distribution Functions and Its Applications -- Statistical Parameter Estimation -- System Reliability Modeling -- Order Statistics and Reliability Estimation -- Stochastic Processes -- Maintenance Modeling -- Software Reliability -- Statistical Machine Learning Methods and Its Applications. 
<br/><br/> This book presents the state-of-the-art methodology and detailed analytical models and methods used to assess the reliability of complex systems and related applications in statistical reliability engineering. It is a textbook based mainly on the author’s recent research and publications as well as experience of over 30 years in this field. The book covers a wide range of methods and models in reliability, and their applications, including: statistical methods and model selection for machine learning; models for maintenance and software reliability; statistical reliability estimation of complex systems; and statistical reliability analysis of k out of n systems, standby systems and repairable systems. Offering numerous examples and solved problems within each chapter, this comprehensive text provides an introduction to reliability engineering graduate students, a reference for data scientists and reliability engineers, and a thorough guide for researchers and instructors in the field. 
<br/><br/><label>ISBN: </label>9783030769048 
<br/><br/><label>Standard No.: </label>10.1007/978-3-030-76904-8  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Industrial Management.<br/>Security systems.<br/>Statistics .<br/>Industrial engineering.<br/>Production engineering.<br/>Computers.<br/>Computer science—Mathematics.<br/>Mathematical statistics.<br/>Industrial Management.<br/>Security Science and Technology.<br/>Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.<br/>Industrial and Production Engineering.<br/>Hardware Performance and Reliability.<br/>Probability and Statistics in Computer Science.
<br/><br/><label>Subjects--Index Terms: </label>Reliability (Engineering) -- Statistical methods 
<br/><br/><label>LC Class. No.: </label>TA169