help > Multivariate regression - assumptions?
Oct 11, 2015  06:10 PM | Jenna Traynor - McMaster University
Multivariate regression - assumptions?
Hello, 

I am inquiring about the assumptions of normality and heteroscedasticity of residuals, specifically - when running a multivariate regression using the CONN toolbox, are these assumptions already controlled for in the second-level results?

I have used the toolbox to look at the linear association between 4 clinical variables and FC within a group of subjects. I am wondering if the significant results that I am seeing have normally distributed residuals and if the residuals have equal variances - is there a way for me to extract residuals to examine/plot them or has this already been taking into account?

Likewise - are there any papers that I can reference that explain how CONN toolbox deals with these assumptions?

Many thanks, 

Jenna

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TitleAuthorDate
Multivariate regression - assumptions?
Jenna Traynor Oct 11, 2015
Alfonso Nieto-Castanon Oct 11, 2015
Jenna Traynor Oct 12, 2015
Alfonso Nieto-Castanon Oct 14, 2015
Shruti Kinger 22 hours ago
Jenna Traynor Oct 14, 2015
Alfonso Nieto-Castanon Oct 14, 2015
Jenna Traynor Oct 26, 2015
Jenna Traynor Oct 28, 2015