Structural Equation Modeling

Structural Equation Modeling pdf epub mobi txt 电子书 下载 2025

出版者:Oxford University Press
作者:Natasha K. Bowen
出品人:
页数:240
译者:
出版时间:2011-9-23
价格:USD 41.95
装帧:Paperback
isbn号码:9780195367621
丛书系列:
图书标签:
  • 社会学/人类学
  • 人口学/统计学
  • statistics
  • SEM
  • Structural Equation Modeling
  • SEM
  • 统计建模
  • 因果分析
  • 数据分析
  • 心理测量
  • 社会科学
  • 统计学
  • 研究方法
  • 多元统计
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具体描述

Structural Equation Modeling (SEM) has long been used in social work research, but the writing on the topic is typically fragmented and highly technical. This pocket guide fills a major gap in the literature by providing social work researchers and doctoral students with an accessible synthesis. The authors demonstrate two SEM programs with distinct user interfaces and capabilities (Amos and Mplus) with enough specificity that readers can conduct their own analyses without consulting additional resources. Examples from social work literature highlight best practices for the specification, estimation, interpretation, and modification of structural equation models. Unlike most sources on SEM, this book provides clear guidelines on how to evaluate SEM output and how to proceed when model fit is not acceptable. Oftentimes, confirmatory factor analysis and general structure modeling are the most flexible, powerful, and appropriate choices for social work data. Richly illustrated with figures, equations, matrices, and tables, this pocket guide empowers social workers with a set of defensible analysis strategies that allows for competent, confident use of SEM.

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