Understanding Structural Equation Modeling: A Manual for Researchers
暫譯: 結構方程式模型解析：研究者手冊
Verma, J. P., Verma, Priyam
相關主題
商品描述
This book presents a comprehensive overview of Structural Equation Modeling and how it can be applied to address research issues in different disciplines. The authors employ a 'simple to complex' approach. The book reviews topics such as variance, covariance, correlation, multiple regression, mediation, moderation, path analysis, and confirmatory factor analysis. The authors then discuss the initial steps for performing structural equation modeling, including model specification, model identification, model estimation, model testing, and model modification. The book includes an introduction to the IBM SPSS and IBM SPSS Amos software. The authors the explain how this software can be utilized for developing measurement, structural models, and SEM models. The book provides conceptual clarity in understanding the models and discusses practical approaches to solving them. The authors also highlight how these techniques can be applied to various disciplines, including psychology, education, sociology, business, medicine, political science, and biological sciences.
商品描述(中文翻譯)
本書提供了結構方程模型（Structural Equation Modeling, SEM）的全面概述，以及如何應用於解決不同學科的研究問題。作者採用「由淺入深」的方法。本書回顧了變異數、協方差、相關性、多重回歸、中介、調節、路徑分析和驗證性因素分析等主題。接著，作者討論了進行結構方程模型的初步步驟，包括模型規範、模型識別、模型估計、模型測試和模型修正。本書還介紹了 IBM SPSS 和 IBM SPSS Amos 軟體。作者解釋了如何利用這些軟體來開發測量模型、結構模型和 SEM 模型。本書在理解模型方面提供了概念上的清晰度，並討論了解決這些模型的實用方法。作者還強調了這些技術如何應用於各個學科，包括心理學、教育學、社會學、商業、醫學、政治學和生物科學。
作者簡介
J.P. Verma, Ph.D., is the Vice Chancellor of Sri Sri Aniruddhadeva Sports University of Assam. He received his Ph.D. from the Department of Mathematics of Jiwaji University. He was previously a faculty member at Lakshmibai National Institute of Physical Education (LNIPE) for 38 years. He served in several positions while at LNIPE, including I/c Vice Chancellor, Head of the Department of Sports Psychology, Dean of Student Welfare, Director of the Centre for Advanced Studies, and Member of the Board of Management. One of his main research interests is sports statistics, which aims to bring the rigor of research methodology to sports and physical education.
Priyam Verma, Ph.D., is a post-doctoral fellow at the Aix-Marseille School of Economics. He received his Ph.D. in Economics from the University of Houston. He was previously an Instructor, Teaching Assistant, and Research Assistant at the University of Houston. He was also the recipient of Dr. Walter J. Primeaux Jr. and Natalie A. Primeaux Scholarship awarded for most promising dissertation work in the 4th year. His primary research interests are macroeconomics, growth, trade, and geography.
Priyam Verma, Ph.D., is a post-doctoral fellow at the Aix-Marseille School of Economics. He received his Ph.D. in Economics from the University of Houston. He was previously an Instructor, Teaching Assistant, and Research Assistant at the University of Houston. He was also the recipient of Dr. Walter J. Primeaux Jr. and Natalie A. Primeaux Scholarship awarded for most promising dissertation work in the 4th year. His primary research interests are macroeconomics, growth, trade, and geography.
作者簡介(中文翻譯)
J.P. Verma 博士是阿薩姆邦 Sri Sri Aniruddhadeva 體育大學的副校長。他在 Jiwaji 大學的數學系獲得博士學位。之前，他在 Lakshmibai 國立體育教育學院 (LNIPE) 任教 38 年。在 LNIPE 任職期間，他擔任過多個職位，包括代理副校長、運動心理學系主任、學生福利院院長、高級研究中心主任及管理委員會成員。他的主要研究興趣之一是運動統計學，旨在將研究方法的嚴謹性引入運動和體育教育領域。
Priyam Verma 博士是 Aix-Marseille 經濟學院的博士後研究員。他在休斯頓大學獲得經濟學博士學位。之前，他曾擔任休斯頓大學的講師、教學助理和研究助理。他還獲得了 Dr. Walter J. Primeaux Jr. 和 Natalie A. Primeaux 獎學金，該獎學金頒發給第四年中最具潛力的論文工作。他的主要研究興趣包括宏觀經濟學、增長、貿易和地理學。
