MULTIPLE LINEAR REGRESSION ANALYSIS:
In this video, I demonstrated how to perform and interpret Multiple Linear Regression Analysis in SPSS.
I simplified the procedure and stated the eight assumptions your data is required to satisfy in order to have valid model output. I also stated and performed how you can test for the Assumptions in a clearer and straight forward approach.
Everything about Multiple Linear Regression Analysis is fully discussed in this Regression Analysis in SPSS (Part-2) video. So, I hereby encourage you to please see this video to the end.
At the end of this video, I demonstrated how you can use the model in practical terms. Please, follow the procedure to perform your own regression analysis.
To reach me directly, please send me email via, [email protected], and if you have any question, please leave your questions in the comment section.
The following links are my previous videos that may be of interest to you. Please, click on the links to access the videos:
Regression Analysis in SPSS Part-1: https://youtu.be/asWzD7JS_Cs
Introduction to SPSS Software for Beginners Part-1: https://youtu.be/P6PHpQnovwQ
Introduction to SPSS Software for Beginners Part-2: https://youtu.be/10hMnTYmHNE
Merge Two Data Files in SPSS (Part-2):https://youtu.be/LH1a-GUzE_8
Merge Two Data Files in SPSS (Part-1): https://youtu.be/UFc-Opuotw0
Introduction to SPSS Software for Beginners (Part-3): https://youtu.be/DeBEsXbQCmo
Analysis of Variance in SPSS (Effect size and Interpretations): https://youtu.be/xqI4k9G4Q6A
Test of Normality of Data in SPSS: https://youtu.be/hZvE_5vCOeI
Identify Outliers using Tukey's Hinges Approach in SPSS: https://youtu.be/M2RE_xX2ra0
Identifying Outliers in Dataset using Stem-and-leaf Plot and Boxplots in SPSS: https://youtu.be/cwy7mnTIJgo
Identify Outliers using Scattered Plots in SPSS: https://youtu.be/vj8e1xUpAV0
How to Perform and Interpret One Sample T-Test in SPSS: https://youtu.be/eg5V71mBZKQ
Paired Sample T-Test in SPSS and Interpretations: https://youtu.be/u3u2Wbcn-P0
How to Perform Descriptive Statistics in SPSS: https://youtu.be/ndcfzrm1fgU
How to Perform Pearson’s Correlation Analysis: https://youtu.be/asHxxE5r2x8
How to Calculate Pearson’s Correlation Coefficient by Hand, Interpret and Report Results in APA style: https://youtu.be/9LVnKIp5ANg
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