Analysis of Failure and Survival Data
暫譯: 失敗與生存數據分析
Peter J. Smith
- 出版商: CRC
- 出版日期: 2002-02-28
- 售價: $2,980
- 貴賓價: 9.5 折 $2,831
- 語言: 英文
- 頁數: 264
- 裝訂: Paperback
- ISBN: 1584880759
- ISBN-13: 9781584880752
-
相關分類:
機率統計學 Probability-and-statistics、Data Science
立即出貨 (庫存=1)
買這商品的人也買了...
-
$810$770 -
$505PCI Express 體系結構導讀
-
$780$616 -
$505深入淺出 MySQL:數據庫開發、優化與管理維護, 2/e
-
$352Redis 實戰
-
$880$695 -
$699$552 -
$490$382 -
$354$336 -
$509領域驅動設計 : 軟件核心複雜性應對之道
-
$680$530 -
$590$460 -
$390$308 -
$450$383 -
$403$379 -
$958深度學習
-
$480$379 -
$580$458 -
$380$300 -
$490$245 -
$480$379 -
$480$379 -
$680$537 -
$780$616 -
$505ES6 標準入門, 3/e
商品描述
Analysis of Failure and Survival Data is an essential textbook for graduate-level students of survival analysis and reliability and a valuable reference for practitioners. It focuses on the many techniques that appear in popular software packages, including plotting product-limit survival curves, hazard plots, and probability plots in the context of censored data. The author integrates S-Plus and Minitab output throughout the text, along with a variety of real data sets so readers can see how the theory and methods are applied. He also incorporates exercises in each chapter that provide valuable problem-solving experience.
In addition to all of this, the book also brings to light the most recent linear regression techniques. Most importantly, it includes a definitive account of the Buckley-James method for censored linear regression, found to be the best performing method when a Cox proportional hazards method is not appropriate.
Applying the theories of survival analysis and reliability requires more background and experience than students typically receive at the undergraduate level. Mastering the contents of this book will help prepare students to begin performing research in survival analysis and reliability and provide seasoned practitioners with a deeper understanding of the field.
商品描述(中文翻譯)
《失敗與生存數據分析》是研究生層級的生存分析與可靠性的重要教科書,也是實務工作者的寶貴參考資料。該書專注於許多在流行軟體包中出現的技術,包括在截尾數據背景下繪製產品限制生存曲線、危險圖和概率圖。作者在全書中整合了 S-Plus 和 Minitab 的輸出,並提供各種真實數據集,讓讀者能夠看到理論和方法的應用。他還在每一章中加入練習題,提供寶貴的問題解決經驗。
除了這些,該書還揭示了最新的線性回歸技術。最重要的是,它包含了 Buckley-James 方法的詳細說明,這是一種針對截尾線性回歸的最佳表現方法,當 Cox 比例風險方法不適用時,該方法表現最佳。
應用生存分析和可靠性的理論需要比學生在本科階段通常獲得的背景和經驗更多。掌握本書的內容將幫助學生開始進行生存分析和可靠性的研究,並為經驗豐富的實務工作者提供更深入的理解。