Reliability and Statistical Computing

Released on by Hoang Pham
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  • Reliability and Statistical Computing Book Detail

  • Author : Hoang Pham
  • Release Date : 2020-03-28
  • Publisher : Springer Nature
  • Genre : Technology & Engineering
  • Pages : 325
  • ISBN 13 : 3030434125
  • File Size : 66,66 MB
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Reliability and Statistical Computing by Hoang Pham PDF Summary

Book Description: This book presents the latest developments in both qualitative and quantitative computational methods for reliability and statistics, as well as their applications. Consisting of contributions from active researchers and experienced practitioners in the field, it fills the gap between theory and practice and explores new research challenges in reliability and statistical computing. The book consists of 18 chapters. It covers (1) modeling in and methods for reliability computing, with chapters dedicated to predicted reliability modeling, optimal maintenance models, and mechanical reliability and safety analysis; (2) statistical computing methods, including machine learning techniques and deep learning approaches for sentiment analysis and recommendation systems; and (3) applications and case studies, such as modeling innovation paths of European firms, aircraft components, bus safety analysis, performance prediction in textile finishing processes, and movie recommendation systems. Given its scope, the book will appeal to postgraduates, researchers, professors, scientists, and practitioners in a range of fields, including reliability engineering and management, maintenance engineering, quality management, statistics, computer science and engineering, mechanical engineering, business analytics, and data science.

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Reliability and Statistical Computing

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This book presents the latest developments in both qualitative and quantitative computational methods for reliability and statistics, as well as their applicati

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An authoritative guide to the most recent advances in statistical methods for quantifying reliability Statistical Methods for Reliability Data, Second Edition (