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Binary logistic regression using R: Analysis and interpretation

  Рет қаралды 13,498

Mike Crowson

Mike Crowson

4 жыл бұрын

This video provides provides a basic introduction to carrying out binary logistic regression in R. It covers the use of continuous and factor variables, likelihood ratio tests, and pseudo-R-squares. A copy of the data, the text file, and Powerpoint can obtained here (drive.google.com/open?id=17ni..., here (drive.google.com/open?id=1J5b..., and here (drive.google.com/open?id=10O9....
More videos and resources on multivariate statistical procedures can be found here: sites.google.com/view/statist...

Пікірлер: 9
@juanignaciolopez9619
@juanignaciolopez9619 2 жыл бұрын
There is no better online explanation of logistic regression in R than this one! Thanks!
@mishudhar3746
@mishudhar3746 4 ай бұрын
Thank you so much, Sir. It helped a lot.
@alecroth8764
@alecroth8764 4 жыл бұрын
Rock on Mike! Great video!
@mikecrowson2462
@mikecrowson2462 4 жыл бұрын
Thanks, Alec!
@msds2930
@msds2930 2 жыл бұрын
Hi Mike, what an overwhelming video thank you! I have a question, in your updated 'fit,' p-values of genderid 1, income 2, and income 3 are above 5% thus, telling us that we have to discard them in the final 'terminal' model. Moreover, in the Likelihood ratio tests of the predictors you learnt that these same factors are rly insignificant. Here's my question: will these 2 steps always have parallel results (like what happened in this example) and can be said as redundant procedures, or it isn't always? Again thanks
@astiinayatimagfirah1094
@astiinayatimagfirah1094 4 жыл бұрын
Please upload video about fixed effect panel regression using first difference approach
@MaryamBanoo
@MaryamBanoo 3 жыл бұрын
thanks, it was great. plz answer Aliu Omotayo.
@aliuomotayosikiru6154
@aliuomotayosikiru6154 4 жыл бұрын
Please I have analysis of deviance which gives this result. 1. Deviance = 60.798, pr(>Chi) =0.000001562. 2. Deviance = -24.922, pr(>Chi) =0.000353. Please which one can I choose?? Also, can deviance value be negative?? Your response will highly be appreciated.
@laxmanbisht2638
@laxmanbisht2638 2 жыл бұрын
Prof Mike, should not we use family = "logit" syntax for logistic regression? Please correct me if I am wrong.
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