Introduction to Probability, Statistical Methods, Design of Experiments and Statistical Quality Control
暫譯: 機率、統計方法、實驗設計與統計品質控制導論
Selvamuthu, Dharmaraja, Das, Dipayan
- 出版商: Springer
- 出版日期: 2025-04-10
- 售價: $5,370
- 貴賓價: 9.5 折 $5,102
- 語言: 英文
- 頁數: 609
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9819993652
- ISBN-13: 9789819993659
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相關分類:
機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
相關主題
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)
這本修訂版的書籍以易於理解的方式呈現了概率論、統計方法、實驗設計和統計品質控制的概念。它的內容受到兩位教授教授統計方法和概念給工程學生的經驗影響。實用的範例和每章結尾的練習題是本書的亮點，因為這些範例是特意從不同領域中挑選出來的。本書中討論的統計原則在經濟學、商業、工程、醫學、健康照護、農業、生物化學和紡織等多個學科中具有重要的相關性。
本書共分為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。許多背景各異的學生需要一門基礎統計、實驗設計和統計品質控制的入門課程，以便追求他們感興趣的學科。本書不假設讀者具備概率或統計的先前知識，但理解微積分是必要的先決條件。整本書也可作為紡織工程或工業工程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主任。他於1994年在印度金奈的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、美國艾默里大學、加拿大卡爾加里大學、哥倫比亞波哥大的安第斯大學、哥倫比亞波哥大的國立大學、意大利維羅納大學、韓國水原的成均館大學以及意大利費西亞諾的薩萊諾大學擔任訪問學者。他的研究興趣包括應用概率、排隊理論、隨機建模、計算機和通信系統的性能分析以及金融數學。他在多個國際知名期刊上發表了超過85篇研究論文，並在各種國際會議上發表了超過40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技術大學獲得博士學位。他的研究興趣包括纖維結構及其性質的建模、使用統計和數學技術的產品與過程工程，以及非織造產品和過程。他出版了四本書籍，包括兩本專著，以及在科學期刊和會議論文集中發表了超過100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）、印度理工學院德里教學卓越獎（2017年）以及Kusuma Trust傑出青年教師獎學金（2008年至2013年）。
