Structural Equation Models: From Paths to Networks
暫譯: 結構方程模型：從路徑到網絡

Westland, J. Christopher

Structural Equation Models: From Paths to Networks
  • 出版商: Springer
  • 出版日期: 2020-09-25
  • 售價: $7,120
  • 貴賓價: 9.5 折 $6,764
  • 語言: 英文
  • 頁數: 149
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030125106
  • ISBN-13: 9783030125103

    • 海外代購書籍(需單獨結帳)

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商品描述

This new edition surveys the full range of available structural equation modeling (SEM) methodologies. The book has been updated throughout to reflect the arrival of new software packages, which have made analysis much easier than in the past. Applications in a broad range of disciplines are discussed, particularly in the social sciences where many key concepts are not directly observable. This book presents SEM's development in its proper historical context-essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that are growing in importance. SEM's ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.

商品描述(中文翻譯)

這本新版本全面調查了可用的結構方程模型（SEM）方法論。全書已更新，以反映新軟體包的出現，這些軟體使得分析比以往更為簡便。書中討論了廣泛學科中的應用，特別是在社會科學領域，許多關鍵概念並不是直接可觀察的。本書在適當的歷史背景下呈現了SEM的發展，這對於理解每種特定方法的應用、優勢和劣勢至關重要。本書還調查了新興的路徑和網絡方法，這些方法補充並增強了SEM，並且日益重要。SEM通過潛在變數來容納不可觀察的理論構造，對社會科學家來說具有重要意義。潛在變數理論和應用得到了全面解釋，並提出了擴展其效能的方法，包括數據準備、樣本大小計算和Likert量表數據的特殊處理的指導方針。軟體、方法論和擬合統計的表格為任何研究計劃提供了簡明的參考，幫助確保其結論是可辯護和可發表的。

作者簡介

J. Christopher Westland is Professor in the Department of Information & Decision Sciences at the University of Illinois - Chicago. He has a BA in Statistics and an MBA in Accounting from Indiana University and received his PhD in Computers and Information Systems from the University of Michigan. He has professional experience in the US as a certified public accountant and as a consultant in technology law in the US, Europe, Latin America and Asia. He has authored numerous academic papers and seven books: Global Electronic Commerce (MIT Press 2000); Global Innovation Management (Palgrave Macmillan 2nd ed 2017); Red Wired: China's Internet Revolution (Marshall Cavendish, 2010); Structural Equation Modeling (Springer 2015); Financial Dynamics (Wiley 2003); Valuing Technology (Wiley 2002) and Statistical Auditing with R (forthcoming 2018). He is the Editor-in-Chief of Electronic Commerce Research (Springer) and has served on editorial boards of several other information technology journals including Management Science, ISR, ECRA, IJEC, and others. He has served on the faculties at the University of Michigan, University of Southern California, Hong Kong University of Science and Technology, Tsinghua University, University of Science and Technology of China, Harbin Institute of Technology and other academic institutions. In 2012 he received High-Level Foreign Expert status in China under the 1000-Talents Plan and he is currently Overseas Chair Professor at Beihang University. He has advised on patent, valuation and technology strategy for numerous technology firms.

作者簡介(中文翻譯)

J. Christopher Westland 是伊利諾伊大學芝加哥分校資訊與決策科學系的教授。他擁有印第安納大學的統計學學士學位和會計學MBA，並在密西根大學獲得計算機與資訊系統的博士學位。他在美國擔任註冊會計師及技術法律顧問，並在美國、歐洲、拉丁美洲和亞洲擁有專業經驗。他撰寫了多篇學術論文和七本書籍：Global Electronic Commerce（MIT Press 2000）；Global Innovation Management（Palgrave Macmillan 第二版 2017）；Red Wired: China's Internet Revolution（Marshall Cavendish, 2010）；Structural Equation Modeling（Springer 2015）；Financial Dynamics（Wiley 2003）；Valuing Technology（Wiley 2002）和Statistical Auditing with R（即將出版 2018）。他是《電子商務研究》（Springer）的主編，並曾在多本資訊科技期刊的編輯委員會任職，包括《管理科學》、《ISR》、《ECRA》、《IJEC》等。他曾在密西根大學、南加州大學、香港科技大學、清華大學、中國科學技術大學、哈爾濱工業大學及其他學術機構任教。2012年，他在中國的千人計畫下獲得高層次外籍專家身份，目前擔任北京航空航天大學的海外講座教授。他曾為多家科技公司提供專利、估值和技術策略的建議。

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