Multivariable Linear Regression in SPSS (SPSS Tutorial Video #26)

In this video, I explain how to conduct a multivariable linear regression in SPSS. I walk through the key assumptions that need to be checked, most critically, heteroskedasticity. I also show you how to interpret all the results including standardized and unstandardized beta coefficients. I also discuss how you can avoid Type 1 Error (False Positives) by using a Bonferroni Correction. This SPSS tutorial series is designed to teach you the basics of how to analyze and interpret the results of data using SPSS. I will cover everything from the very basics of the main windows within SPSS, to manipulating data, to running and interpreting meaningful analyses like t-tests, ANOVA, regression, and many more, and visualizing results. The data file used in this video can be found here: https://drive.google.com/file/d/1-Bbn... Video tutorial and walkthrough of the data file used in this video:    • Introduction to Data File for Use with SPS...   REGRESSION VIDEO about basic Single Variable Linear Regression:    • Linear Regression in SPSS (SPSS Tutorial V...   REGRESSION VIDEO about Multivariable Linear Regression:    • Multivariable Linear Regression in SPSS (S...   REGRESSION VIDEO about Continuous by Categorical Interactions with Linear Regression:    • Continuous by Categorical Interaction in L...   REGRESSION VIDEO about Continuous by Continuous Interactions with Linear Regression:    • Continuous by Continuous Interaction in Li...   Video about computing variables in SPSS:    • Computing Variables in SPSS (SPSS Tutorial...   Video about descriptive statistics in SPSS:    • Descriptive Statistics in SPSS (SPSS Tutor...   Playlist of video covering INTUITION for statistics and data science:    • Data Intuition   All the SPSS tutorial videos are in this playlist:    • SPSS Tutorials   Learn more about who I am and why I'm doing this here:    • Data Demystified - Who Am I and Why Am I M...   Follow me at: LinkedIn:   / jeff-galak-768a193a   Patreon:   / datademystified   Website: http://www.jeffgalak.com/datademystified Equipment Used for Filming: Nikon D7100: https://amzn.to/320N1FZ Softlight: https://amzn.to/2ZaXz3o Yeti Microphone: https://amzn.to/2ZTXznB iPad for Teleprompter: https://amzn.to/2ZSUkNh Camtasia for Video Editing: https://amzn.to/2ZRPeAV