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From | Julian Kochan <julian.kochan@gmx.de> |
To | statalist@hsphsun2.harvard.edu |
Subject | st: regress with dummys | difference in difference estimator |
Date | Fri, 28 Mar 2014 17:51:05 +0100 |
Hi, this is an update to my previous question: i have a set of data with financial firm characteristics of about 10.000 firms for Year 2000 - Year 2012. My goal is to use a difference in difference estimator and to do a regression with the dependent variable: corporate_investments and independent variables: dummy pre_post and a dummy for treatment and control. I want to see, how investments changed from 2007 to 2008 for the treated / control firms. I generated a treatment dummy, labeling a firm as treated when Short Term Debt / Total LTDebt > 20 %. All others belong to the control group, such that treatment is equal to 1 and control is equal to 0. I did the same for the pre_post dummy. generate post_2007 = (Year >= 2007) Then I generated a interaction term: gen interaction = post_2007*treatment_ Finally I regressed: reg corporate_investments post_2007 treatment_ interaction This lead to an output of R^2 = 0.003 which is pretty bad. What could be the reason ? Can someone help me with the difference in difference approach ? Did I generate wrong dummys ? Thanks Julian * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/faqs/resources/statalist-faq/ * http://www.ats.ucla.edu/stat/stata/