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Advanced Techniques: Regression (IBM SPSS Based)

Start Date
Instructors
David Cutajar
Duration
2 x 4 hr sessions - 8 Hours contact time plus self paced learning
Course Level
Intermediate to Advanced
Requirements
Previous experience using IBM SPSS or similar statistical software and understaning of Statistical Fundamentals assumed
Certification
Certificate of Attendance and Completion with CPE hours

This course examines regression techniques used to explore the relationships between interval scale variables in detail. You will develop an understanding of when to apply each technique, how to apply it and how to interpret the results. Additionally, the course will cover some preliminary data analysis steps, how to check the underlying assumptions and suggestions of how to proceed when your assumptions fail.

This advanced course is for

  • Those who want to know when to use and how to set up regression in SPSS as well as how to interpret the results.
  • SPSS users who want to improve their understanding of regression techniques.

You should have:

  • interest to know when to use and how to set up regression in SPSS as well as how to interpret the results.
  • Interest in regression techniques.
  • user of SPSS for Windows Base System, SPSS Regression Models and SPSS Advanced Models.

Topics covered: (Supplemented by Case studies)

  1. Running stepwise regression
  2. Stepwise regression output
  3. Running multiple regression
  4. Assumptions of the linear model
  5. Residuals and influential points
  6. Introduction to regression
  7. Simple regression output
  8. Fitting lines to data
  9. Logistic regression output
  10. Running logistic regression
  11. Influential points and multicollinearity
  12. Examining the data
  13. Running simple regression
  14. Multiple regression output

 

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