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  2. Sociologi
  3. Social forskning og statistik

Confirmatory Factor Analysis

Af: Shawn Bauldry, J. Micah Roos Engelsk Paperback

Confirmatory Factor Analysis

Af: Shawn Bauldry, J. Micah Roos Engelsk Paperback
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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.
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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.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 144
ISBN-13: 9781544375137
Indbinding: Paperback
Udgave:
ISBN-10: 1544375131
Kategori: Social forskning og statistik
Udg. Dato: 21 mar 2022
Længde: 15mm
Bredde: 216mm
Højde: 140mm
Forlag: SAGE Publications Inc
Oplagsdato: 21 mar 2022
Forfatter(e): Shawn Bauldry, J. Micah Roos
Forfatter(e) Shawn Bauldry, J. Micah Roos

Kategori Social forskning og statistik

ISBN-13 9781544375137

Sprog Engelsk

Indbinding Paperback

Sider 144

Udgave

Længde 15mm

Bredde 216mm

Højde 140mm

Udg. Dato 21 mar 2022

Oplagsdato 21 mar 2022

Forlag SAGE Publications Inc

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