How to Test Data for Assumptions of Binary Logistic Regression in SPSS

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  • Опубліковано 17 лис 2024

КОМЕНТАРІ • 11

  • @rundasegebeyehu979
    @rundasegebeyehu979 15 днів тому

    Very interesting! But, how do we check VIF of a recategorized variables?

  • @hzlivj
    @hzlivj 7 місяців тому +1

    Hello! Thanks so much for uploading. What should I do if an assumption isn't followed? Should I completely exclude the variable from the model? Or if there are outliers, but less than 10 in a dataset with more than 20,000 responses, should I also exclude these outliers?

    • @TitocanMarkSolutions
      @TitocanMarkSolutions  7 місяців тому +3

      The basic advice will be to exclude the affected variables from the dataset. However, this action may be wise to do if and only if there are sufficient variables (not respondents, factors or cases) in your dataset, otherwise transformation of the affected variables can be a solution if you do not have sufficient variables in your dataset.
      I think I should develop a tutorial video on what to do if your data violates the parametric assumptions.
      Thank you.

    • @hzlivj
      @hzlivj 7 місяців тому +1

      @@TitocanMarkSolutions Hello! Thank you so much for your advise. Please develop a tutorial video on what to do if the data set violates the assumptions especially for the last 3 assumptions. I'm looking forward to it!

    • @hzlivj
      @hzlivj 7 місяців тому

      @@TitocanMarkSolutions Hello, when will you have the new video regarding what to do when the data violates the assumptions?

  • @plakendeKut
    @plakendeKut 3 місяці тому

    Thank you! Would these assumptions all be the same as well for a penalized Firth logistic regression?

    • @TitocanMarkSolutions
      @TitocanMarkSolutions  3 місяці тому

      @@plakendeKut Thanks for your comment. Please note that every parametric test has specific assumptions associated with it. Some assumptions are common among the Parametric test. So, the assumptions of Binary Logistic Regression may have some common assumptions. But, not all.

  • @pashtoghazal4638
    @pashtoghazal4638 2 місяці тому

    Great great 🌹🌹🌹🌹🌹

  • @meghanahl2506
    @meghanahl2506 7 місяців тому

    Hlo sir good afternoon
    Can you please tell how to calculate bivariate analysis to select multivariate logistic regression analysis??

  • @oshyobass8678
    @oshyobass8678 6 місяців тому

    ❤❤❤❤