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: drive.google.com/file/d/1-Bbn...
Video tutorial and walkthrough of the data file used in this video: • Introduction to Data F...
REGRESSION VIDEO about basic Single Variable Linear Regression: • Linear Regression in S...
REGRESSION VIDEO about Multivariable Linear Regression: • Multivariable Linear R...
REGRESSION VIDEO about Continuous by Categorical Interactions with Linear Regression: • Continuous by Categori...
REGRESSION VIDEO about Continuous by Continuous Interactions with Linear Regression: • Continuous by Continuo...
Video about computing variables in SPSS: • Computing Variables in...
Video about descriptive statistics in SPSS: • Descriptive Statistics...
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...
Follow me at:
LinkedIn: / jeff-galak-768a193a
Patreon: / datademystified
Website: www.jeffgalak.com/datademystified
Equipment Used for Filming:
Nikon D7100: amzn.to/320N1FZ
Softlight: amzn.to/2ZaXz3o
Yeti Microphone: amzn.to/2ZTXznB
iPad for Teleprompter: amzn.to/2ZSUkNh
Camtasia for Video Editing: amzn.to/2ZRPeAV

[@hz8nd]

Hi Professor, kindly note that this is a Multiple Regression not a Multivariate Regression. Thanks.

[@contessaa1671]

Thank you so much prof., for your very clear video. I am trying to run an analysis on a dependent variable that changes over a span of 2 years while I analyse the effect of two independent variables on the dependent variable. (depression at baseline is 100%, changes in depression after 2 years) I think i need to correct the dependent variable at baseline before I start my analysis but I don't know how. HELP please!!!!

[@changchienchi7220]

Hi, What version of SPSS do you use in this tutorial video? Thanks.

[@thomasgoodenergy4648]

Prof. If u get minus in your B0 what does it mean,

[@amobieltjarr7894]

please i have multiple dependent and independent variables, ho do i go about it?

[@jenniferb163]

Hello, Do you have a reference I can use for justifying why I have done the Bonferroni correction?Thanks so much for your video

[@DataDemystified]

Honestly, absolutely any intro to stats / regression textbook will tell you to do this. Here's a quick link that talks about it and provides some specific references (towards the bottom): mathworld.wolfram.com/BonferroniCorrection.html

[@jenniferb163]

@@DataDemystified Thank you SO much, you have literally saved my dissertation.

[@DF-lk7vj]

what should i do if i got minus results on coefficients

[@birukseifukoisha1161]

what would be the interpretation if the unstandardized beta coefficient is negative .

[@dr.biostat]

Hi,
This tutorial was about "Multiple Linear Regression" Not Multivariate Linear Regression.
There are three types of regression:
Simple: one dependent and one independent variable.
Multiple: One dependent and more than one independent variable.
Multivariate or Multivariable: more than one dependent and some independent variable.
Sincerely.

[@jehadSamhouri]

💯💯💯💯💯

[@shahinhossen6696]

What should i do when i have one independent variables and many dependent variables

[@vibhorduttsharma1393]

Hey did you find any answer? I am dealing with the same one independent and many dependent variables???????

[@ozal1234]

how about multicollinearity test?

[@eswaranletchumanan2599]

Hi sir currently I'm doing multivariate regression due to have 1IV and 2 DV but there's no any interpretation available on internet. Is there any example 😭😔

[@shrikantdiscoversyt]

Hello, did you find anything? i am in same situation

[@shahinhossen6696]

@@shrikantdiscoversyt i am also

[@nailafirdous6770]

I am also.. please help

[@shahinhossen6696]

@@nailafirdous6770 yes, do regression individually everytime time taking one independent and one dependent variable

[@NishaNarang-kw1yv]

Me too in same situation