Logistic Regression (Predictive Modeling) workshop using R
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Description
This course is a workshop on logistic regression using R. The course Doesn't have much of theory - it is more of execution of R command for the purposeProvides step by step process detailsStep by step executionData files for the modelingExcel file containing output of these steps The content of the course is as follows Data Import and Data Sanity CheckDevelopment n Validation dataset preparartion Important Categorical Variable selection Important Numeric Variable Selection Indicator Variable Creation Stepwise Regression Dealing with multicollinearityLogistic Regression Score n Probability generation in the data setHands on KS CalculationCoefficient stability checkIterate for final model
