5.4 Logistic Regression in R: Understanding The Model Using Data in R

This video goes through a visual demonstration to build up the concept of logistic regression, and what exactly it is trying to model. The goal is to provide an intuitive conceptual understanding of the model. Separate videos look at fitting the model in R, as well as interpreting output, etc.

These videos support a course I teach at The University of British Columbia (SPPH 500), which covers the use of regression models in Health Research. These videos were put together to use for remote teaching in response to COVID.

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Our Team:
Content Creator: Mike Marin (B.Sc., MSc.) Senior Instructor at UBC.
Producer and Creative Manager: Ladan Hamadani (B.Sc., BA., MPH)

These videos are created by #marinstatslectures to support some statistics courses at the University of British Columbia (UBC) (#IntroductoryStatistics and #RVideoTutorials ), although we make all videos available to the everyone everywhere for free.

Thanks for watching! Have fun and remember that statistics is almost as beautiful as a unicorn!

#statistics #rprogramming

[naturespeace]

One of the Best Videos on Logit Regression thanks so Much Prof. .

[vylonygo]

For people wondering about the dataset: there is a very similar one, that you can easily manipulate with the package "aplore3"

[ivanjcardona]

Excellents videos, thanks a lot. Where I can download the dataset? Thanks

[marcoventura]

Very interersting Logistic Regression using R. Is it the dataset available?

[markdanton]

great lecture - is the dataset available

[CanDoSo_org]

Hi, why my summary did not return "Deviance Residual"? Thanks.

[iscurtt]

Many thanks for the great job. Could you provide the dataset please?

[hussainkhanzad-jjwd]

waste of time, does not have focus on one point, just go here and there.