Confirmatory Factor Analysis is popular PDF and ePub book, written by J. Micah Roos in 2021-10-19, it is a fantastic choice for those who relish reading online the Social Science genre. Let's immerse ourselves in this engaging Social Science book by exploring the summary and details provided below. Remember, Confirmatory Factor Analysis can be Read Online from any device for your convenience.
Confirmatory Factor Analysis Book PDF Summary
Measurement connects theoretical concepts to what is observable in the empirical world, and is fundamental to all social and behavioral research. In this volume, J. Micah Roos and Shawn Bauldry introduce a popular approach to measurement: Confirmatory Factor Analysis (CFA). As the authors explain, CFA is a theoretically informed statistical framework for linking multiple observed variables to latent variables that are not directly measurable. The authors begin by defining terms, introducing notation, and illustrating a wide variety of measurement models with different relationships between latent and observed variables. They proceed to a thorough treatment of model estimation, followed by a discussion of model fit. Most of the volume focuses on measures that approximate continuous variables, but the authors also devote a chapter to categorical indicators. Each chapter develops a different example (sometimes two) covering topics as diverse as racist attitudes, theological conservatism, leadership qualities, psychological distress, self-efficacy, beliefs about democracy, and Christian nationalism drawn mainly from national surveys. Data to replicate the examples are available on a companion website, along with code for R, Stata, and Mplus.
Detail Book of Confirmatory Factor Analysis PDF
- Author : J. Micah Roos
- Release : 19 October 2021
- Publisher : SAGE Publications
- ISBN : 9781544375144
- Genre : Social Science
- Total Page : 107 pages
- Language : English
- PDF File Size : 18,8 Mb
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