Page 1 of 1

comparison of path coefficients

Posted: Sat Apr 01, 2006 8:44 pm
by sandra
Hi,

I would like to test if one path coefficient (e.g. b1) is bigger than another (b2). Usually I would use (after Regression):

t=b1-b2/(varb1+varb2-2covb1b2)^0,5

Is this test possible with PLS coefficients, too? Unfortunately the covariance is not provided - or does PLS assume the Cov to be zero?

Thanks a lot

Sandra

Posted: Tue Apr 04, 2006 5:39 am
by stefanbehrens
Hi Sandra,

given that - at a structural level - PLS is just a multiple regression between latent variables, your test should work.

While the covariance of coefficients is not reported by SmartPLS, you could simply export the path coefficient data from the bootstrap report to Excel and then calculate the covariance there.

Cheers,
Stefan

Posted: Wed Apr 05, 2006 4:49 pm
by Diogenes
Hi all,

a reference in viewtopic.php?t=172

to create an I.C. with bootstrapping, since PLS doesn´t have normality assumption.

Best regards