I am running the same probit
regression five times but on different sets of data.
How can I plot the curve of the marginal effects for each regression on the same graph to compare them in an easy way?
Below is the code I have tried:
probit one_y_unemp year* MR* AG* if Qualifica2 == 1
margins, dydx(year*) saving(me_intern, replace)
probit one_y_unemp year* MR* AG* if Qualifica3 == 1
margins, dydx(year*) saving(me_seniormanager, replace)
probit one_y_unemp year* MR* AG* if Qualifica4 == 1
margins, dydx(year*) saving(me_whitecollar, replace)
probit one_y_unemp year* MR* AG* if Qualifica5 == 1
margins, dydx(year*) saving(me_bluecollar, replace)
probit one_y_unemp year* MR* AG* if Qualifica6 == 1
margins, dydx(year*) saving(me_juniormanager, replace)
combomarginsplot me_intern me_seniormanager me_whitecollar me_bluecollar me_juniormanager, ///
labels("Intern" "Manager" "White Collar" "Blue Collar" "Junior Manager") xtitle("Years")
The problem I have with this code is that the graph I obtain, instead of having one curve for each professional role and having the year dummies on the x-axis, has one line per each year dummy.
You can use the community-contributed command coefplot
instead:
sysuse auto, clear
estimates clear
egen price2 = std(price)
egen rep782 = std(rep78)
replace rep782 = rep78 * -10
regress mpg i.foreign##c.price2 rep78
margins, dydx(foreign) at(price2=(-3(0.5)3)) post
estimates store m1
regress mpg i.foreign##c.rep782 price2
margins, dydx(foreign) at(rep782=(-3(0.5)3)) post
estimates store m2
coefplot m1 m2, at