商品描述
This second edition of a classic text offers an extensively revised and updated treatment of multivariate statistical analysis and its practical implementation using the LISREL program. In addition to core topics such as structural equation modeling, confirmatory and exploratory factor analyses, regression, principal component analysis, and longitudinal data analysis, it introduces two new chapters on models for twin data and simulation, and adds important new sections on time series analysis, mediation and moderation, interaction models, and multitrait-multimethod models. Combining statistical theory and methods with practical guidance, the book provides numerous illustrative examples from economics, psychology, sociology, meteorology, and genetics. Each example includes LISREL input and output, with detailed interpretations of results. The numerical algorithms used by LISREL for model estimation are also explained. Ideal for master's and PhD students as well as researchers in the social, behavioral, economic, and related sciences, this volume can also serve as a comprehensive textbook for courses on multivariate statistical analysis.
商品描述(中文翻譯)
這本經典文本的第二版提供了對多變量統計分析及其使用 LISREL 程式的實際應用進行了廣泛修訂和更新的處理。除了結構方程模型、確認性和探索性因素分析、迴歸、主成分分析和縱向資料分析等核心主題外，還新增了兩個關於雙胞胎資料模型和模擬的新章節，並增加了有關時間序列分析、中介和調節、互動模型以及多特徵-多方法模型的重要新部分。
本書結合了統計理論和方法與實用指導，提供了來自經濟學、心理學、社會學、氣象學和遺傳學的眾多示例。每個示例都包括 LISREL 的輸入和輸出，並對結果進行詳細解釋。LISREL 用於模型估計的數值演算法也有說明。
本書非常適合碩士和博士生以及社會、行為、經濟及相關科學的研究人員，亦可作為多變量統計分析課程的綜合教科書。
作者簡介
Karl G. Jöreskog is Emeritus Professor of Multivariate Statistical Analysis at Uppsala University, Sweden, and formerly Senior Professor at the BI Norwegian Business School in Oslo. A member of the Swedish Royal Academy of Sciences and Honorary Fellow of the Royal Statistical Society, he has received three honorary doctorates: from the Faculty of Economics and Statistics at the University of Padua, Italy; the Norwegian School of Economics, Bergen, Norway; and the Faculty of Psychology at the Friedrich-Schiller-Universität, Jena, Germany. He has received many awards, including the American Psychological Association Distinguished Award for the Applications of Psychology and the Psychometric Society Award for Career Achievement to Educational Measurement. Together with Dag Sörbom he developed the LISREL computer program. Ulf H. Olsson is Professor of Statistics at the Department of Economics and has served as Provost at BI Norwegian Business School in Oslo, overseeing research and academic resources. He has worked on structural equation modeling, statistical modeling and psychometrics, with publications in leading statistics and psychometric journals. He has also authored textbooks on statistics and mathematics. In 2003 he was awarded the BI Norwegian Business School's research prize. Fan Y. Wallentin is Professor of Statistics at Uppsala University, Sweden, and recipient of the Arnberg Prize from the Swedish Royal Academy of Sciences. Her research is on the theory and applications of latent variable modeling and other types of multivariate statistical analysis, particularly their applications in the social and behavioral sciences. She has publications in several leading statistics and psychometrics journals, taught courses on structural equation models in Sweden, USA, China and several European countries, and has provided extensive statistical consultation for researchers in social and behavioral sciences.
作者簡介(中文翻譯)
Karl G. Jöreskog 是瑞典烏普薩拉大學的多變量統計分析名譽教授，曾任挪威商學院（BI Norwegian Business School）高級教授。他是瑞典皇家科學院的成員及皇家統計學會的榮譽會員，獲得三個榮譽博士學位：分別來自意大利帕多瓦大學的經濟與統計學院、挪威卑爾根的挪威經濟學院，以及德國耶拿的弗里德里希-席勒大學的心理學院。他獲得多項獎項，包括美國心理學會的心理學應用傑出獎和心理計量學會的教育測量職業成就獎。與Dag Sörbom共同開發了LISREL計算機程式。
Ulf H. Olsson 是挪威商學院經濟系的統計學教授，曾擔任該校的教務長，負責研究和學術資源的管理。他專注於結構方程模型、統計建模和心理計量學，並在領先的統計和心理計量學期刊上發表過多篇論文。他還撰寫了有關統計和數學的教科書。2003年，他獲得了挪威商學院的研究獎。
Fan Y. Wallentin 是瑞典烏普薩拉大學的統計學教授，並獲得瑞典皇家科學院的Arnberg獎。她的研究專注於潛在變量模型的理論及應用以及其他類型的多變量統計分析，特別是在社會科學和行為科學中的應用。她在多個領先的統計和心理計量學期刊上發表過論文，並在瑞典、美國、中國及幾個歐洲國家教授結構方程模型的課程，為社會科學和行為科學的研究人員提供了廣泛的統計諮詢。
