Structural Equation Modeling pdf epub mobi txt 电子书下载 2025

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出版者:

作者:Wang, Jichuan; Wang, Xiaoqian;

出品人:

页数:478

译者:

出版时间:2012-10

价格:$ 118.65

装帧:

isbn号码:9781119978299

丛书系列:

图书标签:

mplus
统计学
SEM；结构方程；生物
SEM,
SEM
Structural Equation Modeling
SEM
统计建模
因果推断
数据分析
心理测量
社会科学
统计学
方法论
模型评估

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具体描述

A reference guide for applications of SEM using M plus Structural Equation Modeling: Applications Using M plus is intended as both a teaching resource and a reference guide. Written in non-mathematical terms, this book focuses on the conceptual and practical aspects of Structural Equation Modeling (SEM). Basic concepts and examples of various SEM models are demonstrated along with recently developed advanced methods, such as mixture modeling and model-based power analysis and sample size estimate for SEM. The statistical modeling program, M plus , is also featured and provides researchers with a flexible tool to analyze their data with an easy-to-use interface and graphical displays of data and analysis results. Key features: Presents a useful reference guide for applications of SEM whilst systematically demonstrating various advanced SEM models, such as multi-group and mixture models using M plus . Discusses and demonstrates various SEM models using both cross-sectional and longitudinal data with both continuous and categorical outcomes. Provides step-by-step instructions of model specification and estimation, as well as detail interpretation of M plus results. Explores different methods for sample size estimate and statistical power analysis for SEM. By following the examples provided in this book, readers will be able to build their own SEM models using M plus . Teachers, graduate students, and researchers in social sciences and health studies will also benefit from this book.