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Stepwise logistic regression using R. Consider a clinical data set. You can download it from Here. The Diabetes data set consists nine variables. The variable Class is the response variable with a value of tested positive and a value of tested negative. The other eight variables are the explanatory variables. The logistic regression R code is as follows.