The repeated-measures ANOVA | explained with a simple example

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  • Опубликовано: 28 ноя 2024

Комментарии • 27

  • @fallenangel8785
    @fallenangel8785 Год назад +3

    Underrated channel

  • @marifebechaida1067
    @marifebechaida1067 7 месяцев назад +1

    You're saving us! Thank you very much for creating such helpful contents.

  • @jenniferbrantley5931
    @jenniferbrantley5931 2 года назад +2

    This was a great! I was looking for a very direct video to point out the differences in partitioning of the variance between a one way repeated measures anova and a one way anova. This was very helpful.!

  • @yn8241
    @yn8241 2 года назад +1

    This was such a helpful video, especially with the example and how you illustrated it! Not the best at statistics but this made me feel like I have a shot at being able to understand it well. Will definitely watch it again! Thank you so much! God bless.🙏💗

  • @PotatoForce42
    @PotatoForce42 Год назад +2

    This video is great, especially for a student that lost his teacher half a semester ago

  • @JuhiMittal
    @JuhiMittal 2 месяца назад

    Hello, if I have two randomised groups and taking measurements for them at three time points. And am doing unpaired test to compare groups at each time point . Can we also do paired comparison within each group or is that wrong to do?

    • @tilestats
      @tilestats  2 месяца назад

      Yes you can, but I would suggest that you look at a mixed two-way ANOVA
      ruclips.net/video/NKMFgejt3U0/видео.htmlsi=BWRDThnn37doDggd
      or a linear mixed-effect model
      ruclips.net/video/4bGG02Jsjyc/видео.htmlsi=oLGyB1X5b9xu3Lxc

  • @biggest312
    @biggest312 11 месяцев назад +1

    The data in CSV:
    Person,Before,After 2 weeks,After 4 weeks
    Person 1,102,97,95
    Person 2,79,77,75
    Person 3,83,77,75
    Person 4,92,93,87

  • @CanDoSo_org
    @CanDoSo_org 11 месяцев назад

    Thanks for you great tutorial. How do we do if violate the sphericity?

    • @tilestats
      @tilestats  10 месяцев назад +1

      You can use the corresponding nonparametric test: Friedman test

    • @CanDoSo_org
      @CanDoSo_org 10 месяцев назад

      Thanks.@@tilestats

  • @DaAlkemist
    @DaAlkemist Год назад

    Hello I wonder if we can apply this test if all the samples have the exact same starting point (at w0) and we want to see if the means of each time points (2w, 4w,6w) are significantly different?

    • @tilestats
      @tilestats  Год назад

      Note sure because you will have no variance in w0. Maybe a one-sample t-test, where w0 is the reference value, or a linear-mixed effect model when you have a fixed intercept could work
      ruclips.net/video/oI1_SV1Rpfc/видео.html

  • @Dswilsonangel
    @Dswilsonangel 2 года назад +1

    Thanks!

  • @caviper1
    @caviper1 2 года назад +1

    Thanks.

  • @mesiazul8435
    @mesiazul8435 Год назад

    Hi, what if the sampling time measured is different for each person? for example, clinical data i.e. blood test results, are collected on different dates when conducting retrospective research.

    • @tilestats
      @tilestats  Год назад +2

      Then you can instead use a linear mixed effect model:
      ruclips.net/video/4bGG02Jsjyc/видео.html
      ruclips.net/video/oI1_SV1Rpfc/видео.html

  • @13dediciembre2012
    @13dediciembre2012 2 года назад +1

    thank you!

  • @luchepilongo460
    @luchepilongo460 9 месяцев назад

    How did u get the mean weight of each group?

    • @tilestats
      @tilestats  9 месяцев назад

      Calculate the mean of the values in each column in the table shown at 2:28.

  • @جماليحي-ث8ق
    @جماليحي-ث8ق 6 месяцев назад

    Inquiry: If I had one group of males and females, and I applied treatment to them and took three measurements
    If the conditions for a t-test are present, use a two-sample t-test to test the treatment difference between males and females in each measurement
    Secondly, it is possible to use a repeated-measures test to compare the effect of treatment on males in repeated measurements
    I repeat this again for females

    • @tilestats
      @tilestats  6 месяцев назад

      You could do that but a better alternative is to used a mixed two-way ANOVA:
      ruclips.net/video/9yIobRrZAyg/видео.html
      ruclips.net/video/NKMFgejt3U0/видео.html
      so that you also can check if there is an interaction.

    • @جماليحي-ث8ق
      @جماليحي-ث8ق 6 месяцев назад

      @@tilestats how can i check if there is an interaction

  • @883MARDUK
    @883MARDUK 11 месяцев назад +1

    thank you

  • @cafrasinei
    @cafrasinei Год назад

    Thanks!