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st: Interpretation of the OSL regression coefficient of a proportion dependent and interaction independent variable with dummy
From
Nahla Betelmal <[email protected]>
To
[email protected]
Subject
st: Interpretation of the OSL regression coefficient of a proportion dependent and interaction independent variable with dummy
Date
Tue, 14 May 2013 15:40:46 +0100
Dear Statlist,
I have two regressions that I am not sure how to interpret the
coefficient. In the first one the dependent variable is earnings
management proxied by ( abnormal accruals scaled by total assets), the
independent variable is an interaction between a dummy variable (type
of managers OC) and valuation (proxied by a market to book ratio
M/B) :
A- earnings mgt= -0.0566MB + -0.10 Oc_dummy + 0.0569 MB*Oc-dummy
Should I say OC mangers are likely to manage earnings by 5.69 cents
per dollar increased in MB more than other managers. Or
OC mangers are likely to manage earnings by 0.0569 percent for one
percent increased in MB more than other managers
The second regression has interaction between two dummy variables
instead. MB is presented as dummy =1 if higher than industry average.
B- earnings mgt= -0.056 MB + -0.004 Oc_dummy + 0.078 MB*Oc-dummy
How can I interpret the coefficients in this case? Is it any different
The interaction term in both regressions is significant.
Thank you so much, I highly appreciate your kind help
Nahla Betelmal
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