Predictive Modeling Using Logistic Regression Training in Netherlands

  • Learn via: Classroom
  • Duration: 4 Days
  • Price: From €1,547+VAT
We can host this training at your preferred location. Contact us!

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.

Who should attend:

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

Before attending this course, you should:

  • Have experience executing SAS programs and creating SAS data sets, which you can gain from the SAS Programming 2: Data Manipulation Techniques course.
  • Have experience building statistical models using SAS software.
  • Have completed a statistics course that covers linear regression and logistic regression, such as the Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression course..


This course addresses SAS/SHARE software.

Learn how to:

  • Use logistic regression to model an individual's behavior as a function of known inputs.
  • Create effect plots and odds ratio plots using ODS Statistical Graphics.
  • Handle missing data values.
  • Tackle multicollinearity in your predictors.
  • Assess model performance and compare models.

Predictive Modeling

  • Business applications.
  • Analytical challenges.


Fitting the Model

  • Parameter estimation.
  • Adjustments for oversampling.


Preparing the Input Variables

  • Missing values.
  • Categorical inputs.
  • Variable clustering.
  • Variable screening.
  • Subset selection.


Classifier Performance

  • ROC curves and lift charts.
  • Optimal cutoffs.
  • K-S statistic.
  • c statistic.
  • Profit.
  • Evaluating a series of models.



Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Netherlands facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
10 augustus 2024
Amsterdam, Rotterdam
4 Days
Classroom / Virtual Classroom
10 augustus 2024
Amsterdam, Rotterdam
4 Days
Classroom / Virtual Classroom
09 augustus 2024
Amsterdam, Rotterdam
4 Days
Classroom / Virtual Classroom
12 augustus 2024
Amsterdam, Rotterdam
4 Days
Classroom / Virtual Classroom
26 augustus 2024
Amsterdam, Rotterdam
4 Days
Classroom / Virtual Classroom
06 september 2024
Amsterdam, Rotterdam
4 Days
Classroom / Virtual Classroom
13 september 2024
Amsterdam, Rotterdam
4 Days
Classroom / Virtual Classroom
17 oktober 2024
Amsterdam, Rotterdam
4 Days
Predictive Modeling Using Logistic Regression Training Course in Netherlands

The Netherlands, which is also informally known as Holland, is a country located in Northwestern Europe with overseas territories in the Caribbean. The four largest cities are Amsterdam, Rotterdam, The Hague and Utrecht. Amsterdam is the country's most populous city and the nominal capital, while The Hague holds the seat of the States General, Cabinet and Supreme Court. Rotterdam is the second largest city and has the largest port in Europe. The importance of the Netherlands for Europe is so huge that it cannot be ignored. The country is a founding member of the European Union, Eurozone, G10, NATO, OECD, and WTO.

The tourist attractions of the Netherlands are windmills, canals, and tulips. Canals are an important part of Amsterdam's cityscape and Keukenhof, the Garden of Europe, is the largest public garden in the world. The National Museum Rijksmuseum and the Anne Frank House are must-see places in the Netherlands.

Enhance your IT skills with our comprehensive array of courses, spanning programming, software development, data science, and project management. Benefit from the convenience of choosing your preferred location in Netherlands as our experienced instructors deliver interactive training and real-world insights.
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