Statalist


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

Re: st: Difference in Difference for Proportions


From   Jeph Herrin <junk@spandrel.net>
To   statalist@hsphsun2.harvard.edu
Subject   Re: st: Difference in Difference for Proportions
Date   Fri, 18 Sep 2009 10:00:13 -0400


Thanks Austin,

Yes, I should have specified the -rd- option, I meant
the linear link function. I've become a fan of using
binary (and binomial) linear regression for testing
hypotheses.

cheers,
Jeph


Austin Nichols wrote:
Jeph--
Doesn't the interaction problem discussed in
http://www.stata-journal.com/sjpdf.html?articlenum=st0063
also rear its ugly head here?

Probably also have to be careful of SEs--if the total populations are
summed weights from a survey, significance will likely be overstated.

I'd probably go to -svy:tab- first in that case...

sysuse psidextract, clear
keep if t>5
set seed 1
g f=ceil(uniform()*1000)
egen pop=total(f), by(south t)
svyset [pw=f], strata(t)
egen gp=group(t south), lab
svy:tab gp union if t>5, row ci
lincom _b[p42]-_b[p22]-(_b[p32]-_b[p12])
g txsouth=t*south
egen y=total(union*f), by(gp)
bys gp: replace y=. if _n<_N
li y t south pop if y<.
binreg y t south txsouth, n(pop)
binreg union t south txsouth [pw=f]
logit union t south txsouth [pw=f]
findit inteff

On Thu, Sep 17, 2009 at 4:53 PM, Jeph Herrin <junk@spandrel.net> wrote:
Not sure whether this helps you, but I would normally test this
with an interaction term in a model. For instance

 gen txsouth=t*south
 binreg f t south txsouth, n(pop)

Then testing the coefficient on -txsouth- is the same as
testing whether there is a significant difference in differences.

hth,
Jeph

Misha Spisok wrote:
Hello, Statalist,

In brief, how does one test a difference in difference of proportions?
 My question is re-stated briefly at the end with reference to the
variables I present.  A formula and/or reference would be appreciated
if no command exists.


*
*   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/

*
*   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 1996–2014 StataCorp LP   |   Terms of use   |   Privacy   |   Contact us   |   What's new   |   Site index