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)