ANOVA in R: a complete example

A complete example of ANOVA using R, including verification of assumptions and post-hoc testing. All the good stuff!
If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!

Пікірлер: 25

  • @EquitableEquations
    @EquitableEquations Жыл бұрын

    You can find materials from this vid (and others) at github.com/equitable-equations/youtube.

  • @jorgeromero141
    @jorgeromero1412 жыл бұрын

    You are simply the best of the best. I love you in the good sense of the world. I would like to wholeheartedly praise your endless commitment towards the community. God bless you my dear pal.

  • @EquitableEquations

    @EquitableEquations

    2 жыл бұрын

    Thanks so much!!

  • @gurjotsinghsidhu1643
    @gurjotsinghsidhu16435 ай бұрын

    One thing I like about your videos is that you not only explain how to do 'something' in R, you also explain that 'something' in general. For e.g. in this video, I learned 'what is ANOVA' and 'how to do ANOVA in R' at the same time. Thanks a lot!

  • @user-iu5jy9zq1u
    @user-iu5jy9zq1u Жыл бұрын

    I really appreciate how concise your videos are. No useless info at all. All the necessary info in less than 10 mins.

  • @EquitableEquations

    @EquitableEquations

    Жыл бұрын

    Thanks!

  • @canokten7216

    @canokten7216

    11 ай бұрын

    yes I love it thank you professor!

  • @Nothingimportant1
    @Nothingimportant1 Жыл бұрын

    I just do not know why you do not get enough views and likes as well as comments when you are such a helpful and wonderful teacher. I really want you to get what you deserve.

  • @Ammarsays
    @Ammarsays Жыл бұрын

    Very concise and to the point. Really appreciate the effort.

  • @jakobbornhaeuser8925
    @jakobbornhaeuser89253 ай бұрын

    great explaination, thank You!!

  • @Victoriataieb
    @Victoriataieb Жыл бұрын

    great tutorial , can you please make a video explain what are these statistics in this video mean

  • @Nothingimportant1
    @Nothingimportant1 Жыл бұрын

    I have a suggestion. Please go deeper into the description in future videos. We students also need to understand, for example, in this video, what that number of DF means. Or other variables. I think if you hit this point, dizzy students will find you at the end.

  • @romanvasiura6705
    @romanvasiura6705 Жыл бұрын

    Thank you!

  • @EquitableEquations

    @EquitableEquations

    Жыл бұрын

    You’re so welcome!

  • @mugomuiruri2313
    @mugomuiruri2313 Жыл бұрын

    Diagnostics well visualised.

  • @CanDoSo_org
    @CanDoSo_org6 ай бұрын

    Could you please do more on two-way and repeated ANOVA tutorials? Thanks.

  • @EquitableEquations

    @EquitableEquations

    6 ай бұрын

    This is on my to-do list for sure!

  • @Ammarsays
    @Ammarsays9 ай бұрын

    How can i save the result of summary(model) as a table?

  • @EquitableEquations

    @EquitableEquations

    9 ай бұрын

    Hi! I recommend broom::tidy. I talk about that package here: kzread.info/dash/bejne/ga1lwaOYisupiZM.html

  • @Marie-wi9hl
    @Marie-wi9hl2 ай бұрын

    Hoe do you run an Anova with multiply imputed data (mice)? Because if I try to do so in R, I only get error messages. Even with the mi:anova function. Thank you :)

  • @Ammarsays
    @Ammarsays Жыл бұрын

    I have checked these assumptions. My data is neither normally distributed nor variances are small. Please also make video on non-parametric tests.

  • @EquitableEquations

    @EquitableEquations

    Жыл бұрын

    Yes for sure! A lot of times these issues can be resolved with a log (or square root) transform of the response variable.

  • @Ammarsays

    @Ammarsays

    Жыл бұрын

    @@EquitableEquations Log transformation resolved the issue. Thank you for your feedback.

  • @mugomuiruri2313
    @mugomuiruri2313 Жыл бұрын

    Why Tukey?

  • @Nothingimportant1

    @Nothingimportant1

    Жыл бұрын

    It is when we want to find out the means by which one of the 3 groups is different. By running Anova we only find out to reject the H0 but did not know which one is different.