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Re: st: odds ratios and confidence intervals after mlogit with a dummy X


From   Maarten Buis <maartenlbuis@gmail.com>
To   statalist@hsphsun2.harvard.edu
Subject   Re: st: odds ratios and confidence intervals after mlogit with a dummy X
Date   Wed, 6 Mar 2013 09:43:37 +0100

On Wed, Mar 6, 2013 at 2:48 AM, Jeremy Reynolds wrote:
> If I want to get the odds ratio of foreign for values of price (rather
> than the odds ratios of price for foreign cars) <snip>
> I'm not sure, however, how to replicate these results (primarily the
> first one)  with mlogit.

*------------------ begin example ------------------
sysuse auto, clear
recode rep78 1/2=3
replace weight = (weight -3000) / 2000
replace price = (price - 6000) / 1000

mlogit rep78 c.price##i.foreign weight, rrr
est store base

// OR of foreign for 1 unit increase in price
lincom _b[4:1.foreign] + _b[4:1.foreign#c.price], rrr

// reproduce those estimates with -mlogit-
// it is the main effect of foreign
gen price1 = price - 1
mlogit rep78 c.price1##i.foreign weight, rrr

// OR of foreign for 2 unit increase in price
est restore base // return to our original -mlogit- model
lincom _b[4:1.foreign] + 2*_b[4:1.foreign#c.price], rrr
di 27.88998 *  1.788271^2 // same result as lincom 89.189734

// reproduce those estimates with -mlogit-
// it is the main effect of foreign
gen price2 = price - 2
mlogit rep78 c.price2##i.foreign weight, rrr
*------------------- end example -------------------
(For more on examples I sent to the Statalist see:
http://www.maartenbuis.nl/example_faq )

Hope this helps,
Maarten

---------------------------------
Maarten L. Buis
WZB
Reichpietschufer 50
10785 Berlin
Germany

http://www.maartenbuis.nl
---------------------------------
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