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
Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/
@statquest
Жыл бұрын
Hooray! :)
@wjblake
Жыл бұрын
Great book and I appreciate that you provide updates at no additional cost. Thank you Josh Starmer.
@statquest
Жыл бұрын
@@wjblake Awesome! Thank you!
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
Жыл бұрын
Thanks!
Every video of yours is one less topic for me to worry about!
@statquest
Жыл бұрын
BAM! :)
@nellatl
Жыл бұрын
True
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
Жыл бұрын
I'll keep those topics in mind.
@Tr1v3di
Жыл бұрын
I second that request
I rarely met ppl who appreciate math and music,, double M, double BAM!
@statquest
Жыл бұрын
Thank you!
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
11 ай бұрын
I'll keep that in mind.
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
Жыл бұрын
I'll keep that in mind
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
Жыл бұрын
BAM! :)
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
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.
Thank ,Josh ,for lactures! How about SAS for statistics?
@statquest
Жыл бұрын
I'll keep that in mind.
Hi ..josh do you have any plans to do a playlist for time series and stochastic processes??
@statquest
Жыл бұрын
One day.
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
Жыл бұрын
I'll keep those topics in mind!
@J94_Film
Жыл бұрын
@@statquest thanks :)
Hey josh can u make design matric in pre-post model/repeated measure
@statquest
Жыл бұрын
I'll keep that in mind.
Tons of new videos? Lessssgo
@statquest
Жыл бұрын
BAM! :)
Can you make a video on self organizing maps?
@statquest
Жыл бұрын
I'll keep that in mind.
What is happening ? Is it Christmas already?
@statquest
Жыл бұрын
:)
Hello~ "R-squared, Clearly Explained!!!" video is restricted to be seen in South Korea. ㅠㅠ help us!
@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