Multivariate analysis with LISREL Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin

Format:

Book

Author/Creator:

Jöreskog, K. G., Author.

Olsson, Ulf H., Author.

Wallentin, Fan Y., Author.

Series:

Springer series in statistics 2197-568X

Language:

English

Subjects (All):

Multivariate analysis.

Social sciences--Statistical methods--Computer programs.

Social sciences.

Physical Description:

1 online resource

Edition:

Second edition

Place of Publication:

Cham Springer 2026

Summary:

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.-- Provided by publisher

Contents:

Getting started

Regression models

Principal components (PCA)

Exploratory factor analysis (EFA)

Confirmatory factor analysis (CFA)

Structural equation models (SEM)

Analysis of longitudinal data

Multiple groups

Models for twin data

Simulation

Notes:

Includes bibliographical references and index

Online version; title from digital title page (EBSCO, viewed July 22, 2026)

Other Format:

Print version Jöreskog, K. G. Multivariate analysis with LISREL.

ISBN:

9783032243065

3032243068

OCLC:

1599129082

Access Restriction:

Restricted for use by site license