Second order confirmatory factor analysis using lavaan in RStudio (see link under video description)

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  • Опубликовано: 22 авг 2024
  • In this video, I provide a walk-through of how to perform a test of a second-order factor analysis using the lavaan package in R Studio. I begin the video with a discussion of the difference between a first order factor model and a second order factor model. I proceed to demonstrate how to run the analyses using syntax in lavaan.
    A copy of the syntax file used in the video can be downloaded here:
    drive.google.c...
    Be sure to check out my online sites at:
    www.drmcstats....
    sites.google.c...

Комментарии • 11

  • @Tennis_grl
    @Tennis_grl Год назад +3

    Professor Crowson... I basically owe my PhD analysis to you!!! I'm super grateful for EVERY video that you have done...

    • @mikecrowson2462
      @mikecrowson2462  Год назад

      Hi Natasha, that's very kind of you to say. I'm glad my videos were helpful to you. Good luck with your dissertation!

  • @darcyk4563
    @darcyk4563 Год назад +2

    After 10 hours of googling and going through diverse files, finally the video which clearly explains second order confirmatory factor analysis in R! Thanks a lot, God bless you Mike :D

  • @saroob100
    @saroob100 5 дней назад

    Please teach how to do exploratory structural equation modeling with ESEM package in R.

  • @jasminecabi-ao6238
    @jasminecabi-ao6238 Год назад

    Is the first order model and 2nd order model are the same term as lower factor model and higher factor model , respectively?..

  • @eduardojavier4397
    @eduardojavier4397 4 месяца назад

    Hi there, I have a quick question.
    When comparing these two models, I still have the same DF for each model; why is that the case?
    BIFA.CFA

    • @mikecrowson2462
      @mikecrowson2462  3 месяца назад

      The number of parameters estimated in both models is the same. Hence, the degrees of freedom is the same. DF = p(p+1)/2 - # parameters estimated, where p=# observed variables.

  • @saymamehezabin4897
    @saymamehezabin4897 10 месяцев назад

    how did you determined the correlation among variables in the lower command?

  • @user-kl8kh9oj1v
    @user-kl8kh9oj1v Год назад

    are "std.all" values in CFA 'factor loadings'? Can we report them as factor loadings?

    • @mikecrowson2462
      @mikecrowson2462  Год назад +2

      Yes, you can report them as standardized factor loadings.

    • @user-kl8kh9oj1v
      @user-kl8kh9oj1v Год назад

      @@mikecrowson2462 Great! Thank you very much!