In this video, I explain how to conduct a single variable linear regression in SPSS. I walk through the key assumptions that need to be checked, most critically, heteroskedasticity. I also show you how to plot the results all within SPSS. Finally, I also give you a chance to try to do this all yourself.
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.
Link to syntax file used in this video: http://jeffgalak.com/datademystified/files/big_5_syntax.sps
The data file used in this video can be found here: http://jeffgalak.com/datademystified/files/Data%20Demystified%20YouTube%20Survey.sav
Video tutorial and walkthrough of the data file used in this video: https://youtu.be/AhtVHmC09fs
REGRESSION VIDEO about basic Single Variable Linear Regression: https://youtu.be/6XUTtpk8ycc
REGRESSION VIDEO about Multivariable Linear Regression: https://youtu.be/stRCK4_hhSA
REGRESSION VIDEO about Continuous by Categorical Interactions with Linear Regression: https://youtu.be/xwFaEBShXlk
REGRESSION VIDEO about Continuous by Continuous Interactions with Linear Regression: https://youtu.be/s2nq6oI91S4
Video about computing variables in SPSS: https://youtu.be/leCnPzNhPck
Video about descriptive statistics in SPSS: https://youtu.be/ILMSXTmD_Qs
Playlist of video covering INTUITION for statistics and data science: https://www.youtube.com/playlist?list=PLmXNcJ-VjBYrySRGXmkJMHpw6O4E--XxC
All the SPSS tutorial videos are in this playlist: https://www.youtube.com/playlist?list=PLmXNcJ-VjBYo9QnJP1BoMwfU_dfPmGoi1
Learn more about who I am and why I'm doing this here: https://youtu.be/sLIquDwwTpw
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LinkedIn: https://www.linkedin.com/in/jeff-galak-768a193a
Patreon: https://www.patreon.com/datademystified
Website: http://www.jeffgalak.com/datademystified
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