This video presents how to perform univariate and multivariate logistic regression models in R. Interpretation of the odds, based from the regression coefficients, were given emphasis.
Data files may be downloaded at https://drive.google.com/open?id=1rh5jBaWfldoA62eVyluxghZQ-jrUFdkJ.
Chapters:
0:00 Introduction
1:25 Simple/Univariate binary logistic regression (pharyngealC.RData)
2:27 Calculating the crude odds ratio
3:40 Binary predictor in simple/univariate binary logistic regression using R (pharyngealC.RData)
10:04 Continuous predictor in simple/univariate binary logistic regression using R (pharyngealC.RData)
18:07 Multiple/Multivariate binary logistic regression (pharyngealC.RData)
22:37 Example 2 (PapillaryTumor.RData) in multiple/multivariate binary logistic regression
29:52 Example 3 (RenalCast.RData) in multiple/multivariate binary logistic regression
32:23 Understanding a published journal article with binary logistic regression