Linear Regression Analysis Basics in SPSS Statistics

2 Hours | Video: AVC (.MP4) 1280x720 30fps | Audio: AAC 44.1KHz 2ch | 429MB

Genre: eLearning | Language: English

Beginner and Intermediate Data Analytic Methods for Testing Main Effects & Interactions with SPSS and the PROCESS Macro

* Lectures 25

Linear regression is one of the

essential

tools in statistical analysis. In this course, we'll walk through

step-by-step

how to conduct many important analyses using SPSS.

*

Correlations

: You probably already know this, but understanding how to test the correlationbetween two variables gets us started in this course.

*

Simple Linear Regression:

Taking correlations one step further by creating a statistical model.

*

Multiple Linear Regression:

Being able to test multiple predictors at the same time and testing the unique effect of each.

*

Hierarchical Linear Regression:

How to test for the influence of different variables by adding them to the model one at a time.

*

Interaction Analysis

:

How to test whether there's a two-way interaction between variables (also known as a "moderator" analysis)