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.Cílová 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.
Hodnocení
Organizátor
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