Binary Logistic Regression using R or RStudio











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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=1rh5.... • • 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

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