rakeshnb
2012-May-03 05:24 UTC
[R] Discrepancies in the estimates of Partial least square (PLS) in SAS and R
I have been using R and SAS from past 6 months and i found a interesting thing while doing PLS in R and SAS is that when we use NO SCALE option in SAS and scale=FALSE in R , we see the estimates are matching but if we use scaling option in SAS and R the estimates differ to greater extent , you can try with any data set we will get very different estimates while using the scaling option. can any one help me in this issue ? -- View this message in context: http://r.789695.n4.nabble.com/Discrepancies-in-the-estimates-of-Partial-least-square-PLS-in-SAS-and-R-tp4605165.html Sent from the R help mailing list archive at Nabble.com.
Bjørn-Helge Mevik
2012-May-03 07:33 UTC
[R] Discrepancies in the estimates of Partial least square (PLS) in SAS and R
rakeshnb <rakeshnb50 at gmail.com> writes:> I have been using R and SAS from past 6 months and i found a interesting > thing while doing PLS in R and SAS is that when we use NO SCALE option in > SAS and scale=FALSE in R , we see the estimates are matching but if we use > scaling option in SAS and R the estimates differ to greater extent , you can > try with any data set we will get very different estimates while using the > scaling option. can any one help me in this issue ?My guess is that they use different scalings, which of course will give different results. However, since you don't say anything about which R package you use for PLSR (and since I don't have access to SAS), I can only guess. :) -- Regards, Bj?rn-Helge Mevik
rakeshnb
2012-May-03 07:44 UTC
[R] Discrepancies in the estimates of Partial least square (PLS) in SAS and R
I am using pls package but how is scaling done in R? -- View this message in context: http://r.789695.n4.nabble.com/Discrepancies-in-the-estimates-of-Partial-least-square-PLS-in-SAS-and-R-tp4605165p4605332.html Sent from the R help mailing list archive at Nabble.com.