Detail kurzu

Predictive Modeling Using Logistic Regression

EDU Trainings s.r.o.

Popis kurzu

This course covers predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. This course also discusses selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets.

Obsah kurzu

Predictive ModelingBusiness applications.Analytical challenges.Fitting the ModelParameter estimation.Adjustments for oversampling.Preparing the Input VariablesMissing values.Categorical inputs.Variable clustering.Variable screening.Subset selection.Classifier PerformanceROC curves and lift charts.Optimal cutoffs.K-S statistic.cProfit.Evaluating a series of models.

Cieľová skupina

Modelers, analysts, and statisticians who need to build predictive models, particularly models from the banking, financial services, direct marketing, insurance, and telecommunications industries
Certifikát Na dotaz.
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