Predictive Modeling Using Logistic Regression Training in Denmark

  • Learn via: Classroom
  • Duration: 4 Days
  • Price: From €1,547+VAT
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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 Denmark facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
10 august 2024
Kopenhag, Aarhus, Odense
4 Days
Classroom / Virtual Classroom
10 august 2024
Kopenhag, Aarhus, Odense
4 Days
Classroom / Virtual Classroom
09 august 2024
Kopenhag, Aarhus, Odense
4 Days
Classroom / Virtual Classroom
12 august 2024
Kopenhag, Aarhus, Odense
4 Days
Classroom / Virtual Classroom
26 august 2024
Kopenhag, Aarhus, Odense
4 Days
Classroom / Virtual Classroom
06 september 2024
Kopenhag, Aarhus, Odense
4 Days
Classroom / Virtual Classroom
13 september 2024
Kopenhag, Aarhus, Odense
4 Days
Classroom / Virtual Classroom
17 oktober 2024
Kopenhag, Aarhus, Odense
4 Days
Predictive Modeling Using Logistic Regression Training Course in Denmark

Denmark is a constitutionally unitary state that is in Northern Europe. The population of the country is 5.91 million and 800,000 of them live in the capital and largest city, Copenhagen. And Danish is the official language. Denmark is a part of Scandinavia, like Norway and Sweden. The country experiences changeable weather, since it's located in the meeting point of diverse air masses. The coldest month of Denmark is February while July is the warmest month.

The most popular tourist attractions are Tivoli Gardens, Nyhavn, Kronborg Slot and Viking Ship Museum. Tivoli is considered as the inspiration behind the Disney theme parks, which also contains roller coasters, puppet theaters, restaurants and food pavilions. And the reason why Kronborg Slot attracts tourists is because the castle is the setting of Shakespeare's Hamlet, and also a UNESCO World Heritage Site.

With a focus on meeting the unique requirements of Denmark, Bilginç IT Academy integrates advanced training methodologies into our diverse range of Certification Exam preparation courses and accredited corporate training programs. Prepare to revolutionize your perception of IT training with us.

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