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E-raamat: Step-by-Step Guide to Exploratory Factor Analysis with Stata [Taylor & Francis e-raamat]

  • Formaat: 196 pages, 77 Line drawings, color; 37 Halftones, color; 114 Illustrations, color
  • Ilmumisaeg: 09-Sep-2021
  • Kirjastus: Routledge
  • ISBN-13: 9781003149286
Teised raamatud teemal:
  • Taylor & Francis e-raamat
  • Hind: 161,57 €*
  • * hind, mis tagab piiramatu üheaegsete kasutajate arvuga ligipääsu piiramatuks ajaks
  • Tavahind: 230,81 €
  • Säästad 30%
Step-by-Step Guide to Exploratory Factor Analysis with StataSuurem pilt
  • Formaat: 196 pages, 77 Line drawings, color; 37 Halftones, color; 114 Illustrations, color
  • Ilmumisaeg: 09-Sep-2021
  • Kirjastus: Routledge
  • ISBN-13: 9781003149286
Teised raamatud teemal:
Taylor & Francis e-raamatudRohkem infot Taylor & Francis e-raamatute kohta
Raamatu kodulehekülg: https://www.taylorfrancis.com/books/9781003149286

This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using Stata.

In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots of Stata code and recommends evidence-based best practice procedures. This is an eminently applied, practical approach with few or no formulas and is aimed at readers with little to no mathematical background. Dr. Watkins maintains an accessible tone throughout and uses minimal jargon and formula to help facilitate grasp of the key issues users will face when applying EFA, along with how to implement, interpret, and report results. Copious scholarly references and quotations are included to support the reader in responding to editorial reviews.

This is a valuable resource for upper level undergraduate and postgraduate students, as well as for more experienced researchers undertaking multivariate or structure equation modeling courses across the behavioral, medical, and social sciences.



This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using Stata.

List of Figures
ix
Preface xiii
1 Introduction
1(7)
2 Data
8(6)
3 Stata Software
14(13)
4 Importing and Saving Data
27(6)
5 Decision Steps in Exploratory Factor Analysis
33(3)
6 Step 1: Variables to Include
36(4)
7 Step 2: Participants
40(4)
8 Step 3: Data Screening
44(19)
9 Step 4: Is Exploratory Factor Analysis Appropriate?
63(5)
10 Step 5: Factor Analysis Model
68(4)
11 Step 6: Factor Extraction Method
72(7)
12 Step 7: How Many Factors to Retain
79(8)
13 Step 8: Rotate Factors
87(7)
14 Step 9: Interpret Exploratory Factor Analysis Results
94(17)
15 Step 10: Report Exploratory Factor Analysis Results
111(4)
16 Exploratory Factor Analysis with Categorical Variables
115(18)
17 Higher-Order and Bifactor Models
133(12)
18 Exploratory versus Confirmatory Factor Analysis
145(8)
19 Practice Exercises
153(8)
References and Resources 161(25)
Index 186
Marley W. Watkins earned a PhD in Educational Psychology and Measurements with a specialty in School Psychology from the University of Nebraska-Lincoln, USA. He is currently Research Professor in the Department of Educational Psychology at Baylor University, USA, and has authored more than 200 articles, books, and chapters and presented more than 150 papers at professional conferences.
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