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

Faghih, Nezameddin, Bonyadi, Ebrahim, Sarreshtehdari, Lida

Quality Management and Operations Research: Understanding and Implementing the Nonparametric Bayesian Approach
  • 出版商: CRC
  • 出版日期: 2024-10-08
  • 售價: $2,380
  • 貴賓價: 9.5 折 $2,261
  • 語言: 英文
  • 頁數: 120
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367744929
  • ISBN-13: 9780367744922
  • 相關分類: 機率統計學 Probability-and-statistics

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商品描述

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.

This book uses the Nonparametric Bayesian approach in the fields of quality management and operations research. It presents a step-by-step approach for understanding and implementing these models, as well as includes R codes which can be used in any dataset. The book helps the readers to use statistical models in studying complex concepts and applying them to Operations Research, Industrial Engineering, Manufacturing Engineering, Computer Science, Quality and Reliability, Maintenance Planning and Operations Management.

This book helps researchers, analysts, investigators, designers, producers, industrialists, entrepreneurs, and financial market decision makers, with finding the lifetime model of products, and for crucial decision-making in other markets.

商品描述(中文翻譯)

本書提供了一個逐步的方法，將非參數方法與貝葉斯方法應用於建模在可靠性工程、品質管理和運籌學中出現的複雜關係，並討論生存數據和截尾數據、加速壽命測試（可靠性數據分析中的問題）以及 R 代碼。

本書在品質管理和運籌學領域中使用非參數貝葉斯方法。它提供了一個逐步的方法來理解和實施這些模型，並包含可用於任何數據集的 R 代碼。本書幫助讀者使用統計模型來研究複雜概念，並將其應用於運籌學、工業工程、製造工程、計算機科學、品質與可靠性、維護規劃和運營管理。

本書幫助研究人員、分析師、調查員、設計師、生產者、工業界人士、企業家以及金融市場決策者，尋找產品的壽命模型，並在其他市場中進行關鍵決策。

作者簡介

Nezameddin Faghih is the UNESCO Chair Professor Emeritus, and the Founding Editor-in-Chief of the Journal of Global Entrepreneurship Research (Springer). He has published more than 50 books, 100 research articles, and presented more than 120 invited talks in academia, industry, and professional meetings.

Ebrahim Bonyadi is an applied statistician in the areas of business and economics and is a researcher at the Global Entrepreneurship Monitor (GEM) Office of the Faculty of Entrepreneurship, University of Tehran. His scholarly research focuses on factors influencing entrepreneurship, business, and economic growth.

Lida Sarreshtehdari is an applied statistician focusing on entrepreneurship, with expertise in the Global Entrepreneurship Monitor (GEM) dataset. She is a researcher at the Global Entrepreneurship Monitor (GEM) Office of the Faculty of Entrepreneurship, University of Tehran. She has published several reports on the domestic entrepreneurship since 2011.

作者簡介(中文翻譯)

Nezameddin Faghih 是聯合國教科文組織名譽講座教授，也是《全球創業研究期刊》（Journal of Global Entrepreneurship Research，Springer）的創始主編。他已出版超過 50 本書籍、100 篇研究文章，並在學術界、產業及專業會議上發表超過 120 場受邀演講。

Ebrahim Bonyadi 是一位應用統計學家，專注於商業和經濟領域，並在德黑蘭大學創業學院的全球創業監測（Global Entrepreneurship Monitor，GEM）辦公室擔任研究員。他的學術研究重點在於影響創業、商業及經濟增長的因素。

Lida Sarreshtehdari 是一位專注於創業的應用統計學家，擁有全球創業監測（GEM）數據集的專業知識。她是德黑蘭大學創業學院的全球創業監測（GEM）辦公室的研究員，自 2011 年以來已發表多份有關國內創業的報告。

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