Bookmark and Share

Notice: On April 23, 2014, Statalist moved from an email list to a forum, based at statalist.org.


[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]

Re: st: adjusted r-squared, regress with pweight


From   David Kantor <[email protected]>
To   [email protected]
Subject   Re: st: adjusted r-squared, regress with pweight
Date   Thu, 13 May 2010 10:38:52 -0400

Many thanks to Steve Samuels, Martin Weiss, and Stas Kolenikov for their replies.
--David

At 08:59 AM 5/13/2010, you wrote:
I think that the adjusted r-square reported after -reg- with [pweight]
is in error and that the displayed R-square is, in fact, adjusted
R-square.   I ran  three weighted regressions (code below)

I also directly calculated the adjusted r-square from svy: reg from
the weighted estimates of mean square error Ve and population variance
 V: adjusted R-square = 1- Ve/V.  ( agree with Stas that this has
little practical value when data are heteroskedastic and clustered--it
refers to

The results were:
                  Displayed R-square   Adjusted r-square:
reg [pw]     0.6300                   0.6188 (e(r2_a)
reg [fw]      0.6300                   0.6268 (displayed)
svy: reg     0.6300                   0.6300 (direct)

************CODE*****************
sysuse auto,clear
reg mpg  length trunk [pw=rep78]
di e(r2_a)   //adjusted r-square
reg mpg  length trunk [fw=rep78]

svyset _n [pweight=rep78]
svy: reg mpg length trunk
**********************************

Steve
[...]

*
*   For searches and help try:
*   http://www.stata.com/help.cgi?search
*   http://www.stata.com/support/statalist/faq
*   http://www.ats.ucla.edu/stat/stata/


© Copyright 1996–2018 StataCorp LLC   |   Terms of use   |   Privacy   |   Contact us   |   Site index