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st: How to interpret time dummies in simple difference in difference regression
From
Melisa Haytasingh <[email protected]>
To
statalist <[email protected]>
Subject
st: How to interpret time dummies in simple difference in difference regression
Date
Mon, 18 Nov 2013 08:24:55 -0400
Hi guys,
I'm doing a regression to analyse the difference between resource-rich
Trinidad & Tobago and their resource-poor Caribbean neighbour,
Barbados. I am treating resources (oil and gas) as the endogenous
variable and regressed GDP on 5 variables: a time trend, dummy taking
1 for all observations for T&T before resources (before 1970), dummy
taking 1 after discovery of resources, dummy taking 1 for obs of
Barbados before 1970 and dummy taking 1 for obs of Barbados after
1970. The regression looks like this in Stata:
- regression 1:
reg gdp_percapita time TnT_no_resources TnTresources
barbados_before1970 barbados_after1970, nocons
- regression 2:
reg inlfation time TnT_no_resources TnTresources barbados_before1970
barbados_after1970, nocons
I am having trouble figuring out how to interpret the results. I think
I need to find the difference between the coefficients like this:
(barbados_before1970 - TnT_no_resources) and (barbados_after1970 -
TnTresources) and then compare those figures with each other. But I am
not sure. Also, I am not sure about how to interpret the coefficient
itself on each of the dummies. I tried to look for similar regressions
online and I got a better overall understanding but still confused
about how to interpret. :(
Thank you very much for any help.
Sincerely,
Melisa
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