Design Matrix Examples in R, Clearly Explained!!!
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- Опубліковано 17 лис 2022
- 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...
UA-cam 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
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Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/
Hooray! :)
Great book and I appreciate that you provide updates at no additional cost. Thank you Josh Starmer.
@@wjblake Awesome! Thank you!
Every video of yours is one less topic for me to worry about!
BAM! :)
True
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 ❤
Thanks!
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.
I'll keep those topics in mind.
I second that request
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 !!)
I'll keep that in mind.
I rarely met ppl who appreciate math and music,, double M, double BAM!
Thank you!
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!
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
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!
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.
Hi ..josh do you have any plans to do a playlist for time series and stochastic processes??
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.
I'll keep those topics in mind!
@@statquest thanks :)
Thank ,Josh ,for lactures!
How about SAS for statistics?
I'll keep that in mind.
Hey josh can u make design matric in pre-post model/repeated measure
I'll keep that in mind.
Can you make a video on self organizing maps?
I'll keep that in mind.
Tons of new videos? Lessssgo
BAM! :)
What is happening ? Is it Christmas already?
:)
Hello~ "R-squared, Clearly Explained!!!" video is restricted to be seen in South Korea. ㅠㅠ help us!
I’m sorry you’re having trouble accessing my videos! I’ve contacted UA-cam 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: ua-cam.com/video/bMccdk8EdGo/v-deo.html
Linear Regression, Clearly Explained: ua-cam.com/video/7ArmBVF2dCs/v-deo.html
Linear Regression in R: ua-cam.com/video/wsi0jg_gH28/v-deo.html
Multiple Regression: ua-cam.com/video/EkAQAi3a4js/v-deo.html
Multiple Regression in R: ua-cam.com/video/mno47Jn4gaU/v-deo.html
t-tests and ANOVA: ua-cam.com/video/R7xd624pR1A/v-deo.html
Design Matrices, Clearly Explained: ua-cam.com/video/LoocDAbgwlM/v-deo.html
Design Matrices in R: ua-cam.com/video/KiGsuKqaq0Y/v-deo.html