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Advanced Techniques : Regression

Overview

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This three days 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.

Prerequisites

Additional Courses

Key Topics

  • Running stepwise regression
  • Stepwise regression output
  • Running multiple regression
  • Assumptions of the linear model
  • Residuals and influential points
  • Introduction to regression
  • Simple regression output
  • Fitting lines to data
  • Logistic regression output
  • Running logistic regression
  • Influential points and multicollinearity
  • Examining the data
  • Running simple regression
  • Multiple regression output

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