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Advanced Techniques: Regression
Target Audience:
SPSS users who want to improve their understanding of regression techniques.
Those who want to know when to use and how to set up regression in SPSS as well
as how to interpret the results.
Prerequisites:
Those who want 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. For users
of SPSS for Windows Base System, SPSS Regression Models and SPSS Advanced Models.
Overview:
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.
Duration:
2 days
Course Content:
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
Running stepwise regression
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