SMRD : Statistical Methods for Reliability Data, 2/e (Hardcover)
暫譯: SMRD：可靠性數據的統計方法，第二版（精裝本）

Meeker, William Q., Escobar, Luis A., Pascual, Francis G.

SMRD : Statistical Methods for Reliability Data, 2/e (Hardcover)

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商品描述

An authoritative guide to the most recent advances in statistical methods for quantifying reliability

Statistical Methods for Reliability Data, Second Edition (SMRD2) is an essential guide to the most widely used and recently developed statistical methods for reliability data analysis and reliability test planning. Written by three experts in the area, SMRD2 updates and extends the long-established statistical techniques and shows how to apply powerful graphical, numerical, and simulation-based methods to a range of applications in reliability. SMRD2 is a comprehensive resource that describes maximum likelihood and Bayesian methods for solving practical problems that arise in product reliability and similar areas of application. This text illustrates methods with numerous applications and all the data sets are available on the book's website. Also, SMRD2 contains an extensive collection of exercises that will enhance its use as a course textbook.

This Second Edition:

  • Contains a wealth of information on modern methods and techniques for reliability data analysis
  • Offers discussions on the practical problem-solving power of various Bayesian inference methods
  • Provides examples of Bayesian data analysis performed using the R interface to the Stan system based on Stan models that are available on the book's website
  • Includes helpful technical-problem and data-analysis exercise sets at the end of every chapter
  • Presents illustrative computer graphics that highlight data, results of analyses, and technical concepts

Written for engineers and statisticians in industry and academia, Statistical Methods for Reliability Data, Second Edition includes access to a companion website with valuable resources, including R packages, Stan model codes, presentation slides, technical notes, information about commercial software for reliability data analysis, and csv files for the data sets used in the book's examples and exercises.

商品描述(中文翻譯)

關於量化可靠性最新進展的權威指南



可靠性數據的統計方法，第二版 (SMRD2) 是一本關於可靠性數據分析和可靠性測試規劃中最廣泛使用及最近開發的統計方法的必備指南。該書由三位該領域的專家撰寫，SMRD2 更新並擴展了長期以來建立的統計技術，並展示如何將強大的圖形、數值和基於模擬的方法應用於可靠性的一系列應用中。SMRD2 是一個全面的資源，描述了最大似然法和貝葉斯方法，以解決產品可靠性及類似應用領域中出現的實際問題。本書通過眾多應用來說明這些方法，所有數據集均可在書籍網站上獲得。此外，SMRD2 還包含大量練習題，將增強其作為課程教科書的使用價值。



本第二版的特點：


  • 包含大量有關現代可靠性數據分析方法和技術的信息

  • 提供對各種貝葉斯推斷方法的實際問題解決能力的討論

  • 提供使用 R 接口對 Stan 系統進行的貝葉斯數據分析示例，這些 Stan 模型可在書籍網站上獲得

  • 在每章結尾包含有助於技術問題和數據分析的練習題集

  • 展示強調數據、分析結果和技術概念的插圖計算機圖形

本書是為工業和學術界的工程師和統計學家撰寫的，可靠性數據的統計方法，第二版 包含訪問伴隨網站的權限，該網站提供有價值的資源，包括 R 套件、Stan 模型代碼、演示幻燈片、技術筆記、有關可靠性數據分析的商業軟件信息，以及用於書中示例和練習的數據集的 csv 文件。

作者簡介

William Q. Meeker, PhD, is Professor of Statistics and Distinguished Professor of Liberal Arts and Sciences at Iowa State University. He is a Fellow of the American Association for the Advancement of Science, the American Statistical Association, and the American Society for Quality.

Luis A. Escobar, PhD, is a Professor in the Department of Experimental Statistics at Louisiana State University. He is a Fellow of the American Statistical Association, an elected member of the International Statistics Institute, and an elected Member of the Colombian Academy of Sciences.

Francis G. Pascual, PhD, is an Associate Professor in the Department of Mathematics and Statistics at Washington State University.

作者簡介(中文翻譯)

威廉·Q·米克（William Q. Meeker），博士， 是愛荷華州立大學的統計學教授及文理學科傑出教授。他是美國科學促進會、美國統計學會及美國品質學會的會士。

路易斯·A·埃斯科巴（Luis A. Escobar），博士， 是路易斯安那州立大學實驗統計系的教授。他是美國統計學會的會士，國際統計學會的當選會員，以及哥倫比亞科學院的當選會員。

弗朗西斯·G·帕斯夸爾（Francis G. Pascual），博士， 是華盛頓州立大學數學與統計系的副教授。

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