Multiple Regression

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rodcamb
Posts: 8
Joined: Tue Mar 17, 2015 1:23 pm

Multiple Regression

Postby rodcamb » Wed Mar 18, 2015 1:18 pm

hey,

i want to estimate a model for my dissertation in the form of

y= a+bx+cz+e

where a,b,c are coefficients and x and z are independent variables.

I know I could use OLS, but would like something more advanced than that, what sort of options do I have? or should more advanced than ols be down to any errors etc that i encounter?

Carlo Lazzaro
Posts: 9
Joined: Wed Sep 03, 2014 5:32 am

Re: Multiple Regression

Postby Carlo Lazzaro » Sun Mar 22, 2015 2:47 am

Rodcamb:
assuming you have one wave of data only and the relationship between depvar and indepvars is linear, OLS is the way to go.
Obviously you can add square-terms (or higher) if they fit your data better, as in OLS the assumption of linearity concerns coefficients, not variables.


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