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Logistic Regression (Credit Scoring) Modeling using SAS


This course is all about credit scoring / logistic regression model building using SAS. 

You will:
  • Learn model development
  • Understand the science behind model development
  • Understand the SAS program required for various steps
  • Get comfortable with interpretation of SAS program output
  • See the step by step model development
Fee: $70
Rating: 4.2
30 Days
(money-back guarantee)
Learn Logistic Regression Now

About This Course


This course promises to explain concepts in a crystal clear manner. It goes through the practical issue faced by analyst. Some of the discussion item would be
  • How to clarify objective and ensure data sufficiency?
  • How do you decide the performance window?
  • How do you perform data treatment
  • How to go for variable selection? How to deal with numeric variables and character variables?
  • How do you treat multi collinerity scientifically?
  • How do you understand the strength of your model?
  • How do you validate your model?
  • How do you interpret SAS output and develop next SAS code accordingly?
  • Step by step workout - model development on an example data set
Learn Logistic Regression Now

Who is this class for?


​This course is for:
  • Students
  • Analysts / Analytics professional
  • Modelers / Statisticians
Learn Logistic Regression Now

Requirements


​Students must have basic knowledge of SAS before taking this course. You can learn SAS base programming here. 
Learn Logistic Regression Now

Instructor


Gopal Prasad Malakar​
  • Online Instructor at Udemy
Learn Logistic Regression Now

Course Outline


  • Introduction to Credit Scoring / Credit Score card development
  • Data Design for Modelling
  • Data Audit - Make sure to check that data is right for the modelling
  • Variable Selection - Select important numeric and character variables
  • Multi Collinearity Treatment
  • Iterate for final model / Understand strength of the model
  • Strength of a Model and Model Validation Methods
  • Reject Inference - Developing application score on scored population
Learn Logistic Regression Now

Disclosure: we are an affiliate for the course we recommended on this page. We will receive a commission if you purchase a course through our links.

 

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  • Home
  • SASĀ® Certification Training
    • SAS Certified Specialist Exam Training Program
    • How to Prepare For SAS Certified Specialist Base Programming Exam
  • Online Courses
    • Practical SAS Training Course for Beginners
    • Proc SQL Course
    • SAS Project Training Course
    • Logistic Regression (Credit Scoring) Modeling using SAS
  • Articles
    • Get Started >
      • 18 Free Resources to Help You Learn SAS
      • SAS Tutorial
      • How to Install SAS Studio
      • How to Learn SAS Fast
    • Data Import >
      • Importing Excel Spreadsheet
      • Importing CSV Files
      • Importing Text Files
    • SAS Functions >
      • CAT, CATT, CATS, CATX Functions
      • If-Then-Else statement
      • TRIM Function
      • STRIP Function
      • YEAR, MONTH, DAY Functions
      • Compress Function
      • Do-Loop
      • SCAN Function
      • LIKE Operator
      • INDEX Function
    • Data Manipulations >
      • The Ultimate Guide to Proc SQL
      • Proc Datasets
      • Dictionary Tables
      • Dealing with Missing Values
      • Proc Compare
      • Proc Transpose
      • RETAIN Statement
      • SAS Formats
      • SAS Arrays
    • Statistical Analysis >
      • Proc Means
      • Proc Freq
      • Proc Tabulate
    • Machine Learning >
      • Predicting Fish Species Using K-nearest Neighbor in SAS
      • Classify Product Reviews on Amazon Using Naive Bayes Model in SAS
    • Informational Interviews >
      • How to get a Clinical Trial/Research job without experience
      • Senior Recruiter at a Fortune 500 Retail Company
      • Manager, Non-profit Health Services Research
      • HR Manager
      • Quantitative Analyst
  • Services
    • The Ultimate Job Search Automation Services
    • Statistical Consulting
    • SAS Project or Assignment Help
    • Data Import Services
    • Data Manipulation and Reporting Services
  • In-class Training
    • SAS Training for Job Seekers
  • Guest Lecture
  • Sample Resume
  • About us
  • Contact Us