• In statistics, confirmatory factor analysis (CFA) is a special form of factor analysis, most commonly used in social science research. It is used to test...
    27 KB (3,479 words) - 17:38, 14 June 2025
  • Thumbnail for Exploratory factor analysis
    confirmatory factor analysis. EFA is essential to determine underlying factors/constructs for a set of measured variables; while confirmatory factor analysis...
    39 KB (5,109 words) - 07:49, 17 July 2025
  • portal Confirmatory factor analysis Exploratory factor analysis Design of experiments Formal concept analysis Independent component analysis Non-negative...
    72 KB (10,029 words) - 12:29, 26 June 2025
  • IRT analysis. Factor analysis is at the core of psychological statistics. It has two schools: (1) Exploratory Factor analysis (2) Confirmatory Factor analysis...
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  • These include exploratory factor analysis, principal components analysis (PCA), and confirmatory factor analysis. Different factor-extraction methods produce...
    121 KB (18,337 words) - 09:21, 17 July 2025
  • In many ways it is similar to, but also quite distinct from confirmatory factor analysis (CFA). It shares with CFA the process of model specification...
    18 KB (2,056 words) - 17:32, 5 January 2024
  • Thumbnail for Myers–Briggs Type Indicator
    Saunders, David R. (September 1990). "Confirmatory Factor Analysis of the Myers-Briggs Type Indicator-Expanded Analysis Report". Educational and Psychological...
    76 KB (8,254 words) - 11:30, 4 August 2025
  • Thumbnail for Principal component analysis
    Correspondence Analysis to Structured Data Analysis. Dordrecht: Kluwer. ISBN 9781402022357. Timothy A. Brown. Confirmatory Factor Analysis for Applied Research...
    117 KB (14,851 words) - 14:54, 21 July 2025
  • Thumbnail for Structural equation modeling
    result in the SEM toolkit including confirmatory factor analysis (CFA), confirmatory composite analysis, path analysis, multi-group modeling, longitudinal...
    90 KB (10,527 words) - 02:39, 7 July 2025
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    the constructs assessed by the measure. Exploratory Factor Analysis and Confirmatory Factor Analysis are two of the most common data reduction techniques...
    59 KB (7,423 words) - 15:45, 9 June 2025
  • University of Chicago Press. Thompson, B.R. (2004). Exploratory and Confirmatory Factor Analysis: Understanding Concepts and Applications. American Psychological...
    42 KB (4,775 words) - 11:26, 12 July 2025
  • invariance is often tested in the framework of multiple-group confirmatory factor analysis (CFA). In the context of structural equation models, including...
    13 KB (1,517 words) - 01:05, 21 October 2024
  • Thumbnail for SmartPLS
    SmartPLS (category Data analysis software)
    assessment, multigroup analysis, regression analysis, logistic regression, path analysis, PROCESS, confirmatory factor analysis, and covariance-based structural...
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  • Thumbnail for Data analysis
    divided into descriptive statistics, exploratory data analysis (EDA), and confirmatory data analysis (CDA). EDA focuses on discovering new features in the...
    66 KB (7,188 words) - 01:08, 26 July 2025
  • developed his two-factor theory of intelligence using factor analysis. His research not only led him to develop the concept of the g factor of general intelligence...
    15 KB (1,827 words) - 10:37, 27 December 2024
  • insisting on showing or receiving love in only one way. A 2006 confirmatory factor analysis study by Nicole Egbert and Denise Polk suggests that the five...
    12 KB (1,161 words) - 20:45, 19 June 2025
  • analysis involving confirmatory factor analysis, that a three-factor structure may provide a better model, with those items from factor 2 strictly relating...
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  • scale used principal components analysis to group the items, and more recent research has used confirmatory factor analysis to test the structure. Similar...
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  • Thumbnail for Sensory processing disorder
    Mulligan (1998). "Patterns of sensory integration dysfunction: a confirmatory factor analysis". Am J Occup Ther. 52 (10): 819–828. doi:10.5014/ajot.52.10.819...
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  • Thumbnail for Educational Testing Service
    the design and analysis of tests; creation of an approach and software for structural equation modeling and confirmatory factor analysis (LISREL), used...
    34 KB (3,582 words) - 14:35, 25 October 2024
  • (6- or 12-month) versions of their software. Confirmatory factor analysis Multivariate analysis Path analysis (statistics) Structural equation modeling Joreskog...
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  • has greatly influenced modern psychology. Factor analysis and its modern relations confirmatory factor analysis and structural equation modelling underlie...
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  • Thumbnail for Handedness
    Handedness Inventory – Short Form: A revised version based on confirmatory factor analysis". Laterality. 19 (2): 164–177. doi:10.1080/1357650X.2013.783045...
    81 KB (9,173 words) - 01:06, 6 August 2025
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    Psychology, 27(6), 643–658. Long, D.A., & Perkins, D.D. (2003). Confirmatory Factor Analysis of the Sense of Community Index and Development of a Brief SCI...
    42 KB (4,805 words) - 18:16, 5 August 2025
  • estimated, sometimes called unknowns. For example, in a one-factor confirmatory factor analysis with 4 items, there are 10 knowns (the six unique covariances...
    30 KB (4,530 words) - 12:18, 18 June 2025
  • self-efficacy. Likewise, Bong & Skaalvik (2003) recommended the use of confirmatory factor analysis (CFA) and structural equation modeling (SEM) to rigorously test...
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  • countries and used exploratory and confirmatory factor analysis to evaluate the individual-level data. Five factors were found: Social cynicism, Social...
    17 KB (2,460 words) - 11:00, 24 May 2025
  • 219-257. Miller, B. K., Smart, D. L., & Rechner, P. L. (2015). Confirmatory factor analysis of the Machiavellian Personality Scale. Personality and individual...
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  • Data Analysis in 1977. Tukey held that too much emphasis in statistics was placed on statistical hypothesis testing (confirmatory data analysis); more...
    19 KB (2,221 words) - 20:43, 25 May 2025
  • participants and used both a confirmatory factor analysis (CFA), and an exploratory factor analysis (EFA) to determine if Neff's six-factor structure could be replicated...
    56 KB (6,809 words) - 16:55, 18 July 2025