Design Matrix Examples in R, Clearly Explained!!!

This StatQuest complements the StatQuest: GLMs Pt.3 - Design Matrices with examples given in R. If you would like the code, you can get it from the StatQuest GitHub: github.com/StatQuest/design_m...
If you'd like to support StatQuest, please consider...
Patreon: / statquest
...or...
KZread Membership: / @statquest
...buying my book, a study guide, a t-shirt or hoodie, or a song from the StatQuest store...
statquest.org/statquest-store/
...or just donating to StatQuest!
www.paypal.me/statquest
Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
/ joshuastarmer
#StatQuest

Пікірлер: 39

  • @statquest
    @statquest Жыл бұрын

    Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/

  • @statquest

    @statquest

    Жыл бұрын

    Hooray! :)

  • @wjblake

    @wjblake

    Жыл бұрын

    Great book and I appreciate that you provide updates at no additional cost. Thank you Josh Starmer.

  • @statquest

    @statquest

    Жыл бұрын

    @@wjblake Awesome! Thank you!

  • @Tr1v3di
    @Tr1v3di Жыл бұрын

    I can’t believe I just found this channel. This is so good. Statistics used to be my Achilles heel but I’m slowly making progress and then I found this channel ❤

  • @statquest

    @statquest

    Жыл бұрын

    Thanks!

  • @rajatrc1705
    @rajatrc1705 Жыл бұрын

    Every video of yours is one less topic for me to worry about!

  • @statquest

    @statquest

    Жыл бұрын

    BAM! :)

  • @nellatl

    @nellatl

    Жыл бұрын

    True

  • @Gawrrrw
    @Gawrrrw Жыл бұрын

    Hi Josh, thank you for the videos, they make my life so much easier. For future topics, please do AR and ARCH models for time series.

  • @statquest

    @statquest

    Жыл бұрын

    I'll keep those topics in mind.

  • @Tr1v3di

    @Tr1v3di

    Жыл бұрын

    I second that request

  • @wxlmny6499
    @wxlmny6499 Жыл бұрын

    I rarely met ppl who appreciate math and music,, double M, double BAM!

  • @statquest

    @statquest

    Жыл бұрын

    Thank you!

  • @7898xd
    @7898xd11 ай бұрын

    This is great ! I am working on ANCOVA right now and would love to see examples with interactions and how that affects the design matrices ! (I really can not emphasize enough on how great your work is !!)

  • @statquest

    @statquest

    11 ай бұрын

    I'll keep that in mind.

  • @minjiang3374
    @minjiang3374 Жыл бұрын

    eveything you've done is fantastic and life-saving. Would you consider making a video about confidence region of nonlinear regression in the future, please? Thank you so much!

  • @statquest

    @statquest

    Жыл бұрын

    I'll keep that in mind

  • @THEMATT222
    @THEMATT222 Жыл бұрын

    Suggestion/request: I would love to hear a full length silly song about a topic in machine learning and statistics, I think your intro songs are very Noice 👍, the only problem is that I can't seem to have enough of it, lol

  • @statquest

    @statquest

    Жыл бұрын

    BAM! :)

  • @blahblah1501
    @blahblah1501 Жыл бұрын

    Hi Josh - long time listener, first time caller. Some videos on time series algorithms would be great, or even just exploring TS concepts like trend, seasonality, stationarity, white noise etc. Plus how to interpret ACF, and PACF. Plus all the other stuff. Edit: Oh and your book is great but (unless I've overlooked it) there doesn't seem to be anything on forests in there? Just a thought for the 2nd edition!

  • @statquest

    @statquest

    Жыл бұрын

    I'll keep those topics in mind. And I hope to write a whole book on Tree Based Learning in the future. There are so many different tree based methods (Random Forest, Boosting, etc.) I would like to cover.

  • @ibragim_on
    @ibragim_on Жыл бұрын

    Thank ,Josh ,for lactures! How about SAS for statistics?

  • @statquest

    @statquest

    Жыл бұрын

    I'll keep that in mind.

  • @monasaeed4753
    @monasaeed4753 Жыл бұрын

    Hi ..josh do you have any plans to do a playlist for time series and stochastic processes??

  • @statquest

    @statquest

    Жыл бұрын

    One day.

  • @J94_Film
    @J94_Film Жыл бұрын

    Hiya, would please consider making some videos explaining ICE plots, PDPs, and ALE plots? (Theory and an example in R please) Really struggling to find any good videos on them.

  • @statquest

    @statquest

    Жыл бұрын

    I'll keep those topics in mind!

  • @J94_Film

    @J94_Film

    Жыл бұрын

    @@statquest thanks :)

  • @aza6513
    @aza6513 Жыл бұрын

    Hey josh can u make design matric in pre-post model/repeated measure

  • @statquest

    @statquest

    Жыл бұрын

    I'll keep that in mind.

  • @tommaso9968
    @tommaso9968 Жыл бұрын

    Tons of new videos? Lessssgo

  • @statquest

    @statquest

    Жыл бұрын

    BAM! :)

  • @xILxGow
    @xILxGow Жыл бұрын

    Can you make a video on self organizing maps?

  • @statquest

    @statquest

    Жыл бұрын

    I'll keep that in mind.

  • @4002rdibe
    @4002rdibe Жыл бұрын

    What is happening ? Is it Christmas already?

  • @statquest

    @statquest

    Жыл бұрын

    :)

  • @user-ye2ni2hi9v
    @user-ye2ni2hi9v Жыл бұрын

    Hello~ "R-squared, Clearly Explained!!!" video is restricted to be seen in South Korea. ㅠㅠ help us!

  • @statquest

    @statquest

    Жыл бұрын

    I’m sorry you’re having trouble accessing my videos! I’ve contacted KZread about this problem and they say they are working on it. In the meantime, I have “re-uploaded” these videos so that everyone can access them for free. Here are the new links: R-squared, Clearly Explained: kzread.info/dash/bejne/lIGXxcakaKjKd9I.html Linear Regression, Clearly Explained: kzread.info/dash/bejne/aXWmz6SPdpXKc9Y.html Linear Regression in R: kzread.info/dash/bejne/qaedksygj8quYps.html Multiple Regression: kzread.info/dash/bejne/d591s6OiY8SamtY.html Multiple Regression in R: kzread.info/dash/bejne/n6KjlpmDnpfNkbg.html t-tests and ANOVA: kzread.info/dash/bejne/hGusxphrZNO4YaQ.html Design Matrices, Clearly Explained: kzread.info/dash/bejne/fqOjxaZ6ksrdnLA.html Design Matrices in R: kzread.info/dash/bejne/fZ171deEocTXYLw.html