I am trying to estimate the impact of a policy on an outcome that contains 17% zeros (zeros are true values and cannot be dropped). However, when I want to do a specification with "specific-linear trends" the regression takes more than 1hr to report the results (I have 13484 obs and the size is 95M) but at the end, the standard error and the p-values, t-test, and the confidence intervals show nothing at all (only dots)
the code I am using is the following
Code:
#delimit; xi i.zipcode, noomit; forvalues i = 1(1)1441{; generate lineartrend_`i' = _Izipcode_`i' * year; }; #delimit; set matsize 10000; xi: ppmlhdfe Dep_Var Policy i.year lineartrend_* 1 X2 X3 X4...... Xn...., absorb(zipcode) vce(cluster zipcode);
Best
Ali
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