I am stuck with interpreting and correct usage of margins command even after reading the previous related threads and Stata manual. I couldn’t find an exact answer of my below query:
I am estimating a fractional logit model where my dependent variable is in proportions (i.e., share of FDI received by a country). The explanatory variables comprise of:
a) continuous variables i.e., GDP
b) discrete variables i.e., score of countries on human rights indicator running from 1 to 5.
I am using the following Stata command:
glm FDIShare GDP HR, family(binomial) link(logit)
For easier interpretation I am using the following margins commands.
estpost margins, dyex(_all)
My interpretation of coefficients after using the above margins command.
- 1% increase in GDP will result in b1% reduction in FDI share, holding other variables constant
- 1 point score increase in HR score will result in b2% reduction in FDI share, holding other variables constant
I suspect there is something wrong with either my interpretation or the command I am using. Any help will be appreciated.
Best regards,
Shazmeen Maroof.
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