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The Mata suggestion grew more out of Sylke`s concern over -matsize- which I
thought could be circumvented via Mata...
HTH
Martin
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[mailto:[email protected]] Im Auftrag von Kit Baum
Gesendet: Donnerstag, 18. Juni 2009 17:32
An: [email protected]
Betreff: st: re: Program for OLS regression coefficients using weights
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Sylke said
I would need to write a programme that gives me the b coefficients of
an OLS regression, using weights. This is an easy task if no weights
are used with b being (X'X)-1(X'Y): mat accum xprimex = x mat vecaccum
yprimex = y x *Transpose mat xprimey =yprimex' mat b =
inv(xprimex)*(xprimey) mat list b However, I would like to estimate
b=(X'DX)-1 X'DY, hence applying design weights. D is now a diagonal
weight matrix.
Martin suggested Mata. No need for Mata here, though, if you're just
trying to apply a diagonal matrix of weights stored in a variable:
sysuse auto,clear
replace foreign = 2*foreign
replace foreign = 10 if foreign==0
reg price weight turn [iw=foreign^2]
g wprice = foreign*price
g wweight = foreign*weight
g wturn = foreign*turn
reg wprice wweight wturn foreign, nocons
Kit
Kit Baum | Boston College Economics & DIW Berlin |
http://ideas.repec.org/e/pba1.html
An Introduction to Stata Programming
| http://www.stata-press.com/books/isp.html
An Introduction to Modern Econometrics Using Stata |
http://www.stata-press.com/books/imeus.html
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