Introduction to Probability, Statistical Methods, Design of Experiments and Statistical Quality Control

Selvamuthu, Dharmaraja, Das, Dipayan

Introduction to Probability, Statistical Methods, Design of Experiments and Statistical Quality Control
  • 出版商: Springer
  • 出版日期: 2024-04-09
  • 售價: $6,140
  • 貴賓價: 9.5 折 $5,833
  • 語言: 英文
  • 頁數: 609
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819993628
  • ISBN-13: 9789819993628

    • 海外代購書籍(需單獨結帳)

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商品描述

This revised book provides an accessible presentation of concepts from probability theory, statistical methods, the design of experiments, and statistical quality control. It is shaped by the experience of the two teachers teaching statistical methods and concepts to engineering students. Practical examples and end-of-chapter exercises are the highlights of the text, as they are purposely selected from different fields. Statistical principles discussed in the book have a great relevance in several disciplines like economics, commerce, engineering, medicine, health care, agriculture, biochemistry, and textiles to mention a few.

Organised into 16 chapters, the revised book discusses four major topics--probability theory, statistical methods, the design of experiments, and statistical quality control. A large number of students with varied disciplinary backgrounds need a course in basics of statistics, the design of experiments and statistical quality control at an introductory level to pursue their discipline of interest. No previous knowledge of probability or statistics is assumed, but an understanding of calculus is a prerequisite. The whole book also serves as a master level introductory course in all the three topics, as required in textile engineering or industrial engineering.

商品描述(中文翻譯)

這本修訂版的書籍提供了概率論、統計方法、實驗設計和統計品質控制等概念的易於理解的介紹。它是兩位教授統計方法和概念給工程學生的經驗的結晶。實際例子和章末練習是本書的亮點，它們特意選自不同領域。本書討論的統計原則在經濟學、商業、工程學、醫學、醫療保健、農業、生物化學和紡織等多個學科中具有重要意義。

修訂版的書籍分為16章，討論了四個主要主題——概率論、統計方法、實驗設計和統計品質控制。許多具有不同學科背景的學生需要一門基礎統計學、實驗設計和統計品質控制的入門課程，以追求他們感興趣的學科。本書不需要先備的概率或統計知識，但需要對微積分有一定的理解。整本書也作為紡織工程或工業工程中所需的三個主題的碩士級入門課程。

作者簡介

Dharmaraja Selvamuthu is Professor at the Department of Mathematics, Indian Institute of Technology Delhi, India. He also served as Head of the Department of Mathematics, Indian Institute of Technology, Delhi. He earned his M.Sc. degree in Applied Mathematics at Anna University, Chennai, India, in 1994 and Ph.D. degree in Mathematics from the Indian Institute of Technology Madras, India, in 1999. He has held visiting positions at Duke University, USA; Emory University, USA; University of Calgary, Canada; University of Los Andes, Bogota, Colombia; National University of Colombia, Bogota, Colombia; University of Verona, Italy; Sungkyunkwan University, Suwon, Korea; and Universita Degli Studi di Salerno, Fisciano, Italy. His research interests include applied probability, queueing theory, stochastic modeling, performance analysis of computer and communication systems and financial mathematics. He has published over 85 research papers in several international journals of repute and over40 research papers at various international conferences.

Dipayan Das is Professor at the Department of Textile Technology, Indian Institute of Technology Delhi, India. He obtained Ph.D. degree from the Technical University of Liberec, the Czech Republic, in 2005. His research interests are in the areas of modeling of fibrous structures and their properties, product and process engineering using statistical and mathematical techniques, and nonwoven products and processes. He has published four books including two monographs and over 100 research papers in scientific journals and conference proceedings. He is a recipient of the BIRAC-SRISTI Gandhian Young Technological Innovation (GYTI) Appreciation Award (in 2018), IIT Delhi Teaching Excellence Award (in 2017), and Kusuma Trust Outstanding Young Faculty Fellowship (from 2008 to 2013).

作者簡介(中文翻譯)

Dharmaraja Selvamuthu是印度德里印度理工學院數學系的教授。他曾擔任印度德里印度理工學院數學系的系主任。他於1994年在印度安娜大學獲得應用數學碩士學位，並於1999年在印度馬德拉斯印度理工學院獲得數學博士學位。他曾在美國杜克大學、美國埃默里大學、加拿大卡爾加里大學、哥倫比亞波哥大安德斯大學、哥倫比亞國立大學、意大利維羅納大學、韓國成均館大學和意大利Fisciano Salerno大學擔任訪問學者。他的研究興趣包括應用概率、排隊理論、隨機建模、計算機和通信系統性能分析以及金融數學。他在多個國際知名期刊上發表了85篇研究論文，並在各種國際會議上發表了40多篇研究論文。

Dipayan Das是印度德里印度理工學院紡織技術系的教授。他於2005年在捷克共和國利貝雷茨科技大學獲得博士學位。他的研究興趣涉及纖維結構及其性能的建模、利用統計和數學技術進行產品和工藝工程，以及非織造產品和工藝。他出版了四本書，包括兩本專著，並在科學期刊和會議論文集上發表了100多篇研究論文。他曾獲得BIRAC-SRISTI甘地青年技術創新（GYTI）表彰獎（2018年）、印度德里印度理工學院教學卓越獎（2017年）和Kusuma Trust傑出青年教師獎學金（2008年至2013年）。

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