Post running regressions of panel data
After running regression on panel data, I want to create a separate dataset containing estimates for π½π‘, 95% confidence interval bounds for π½π‘, as well as the mean Saidin Index for the control group and treatment group in each year. This dataset should have one observation per year. 6 var in this dataset: estimates for π½π‘ in each year tr_effect, the upper CI bound, the lower CI bound, the control group mean, and the treatment group mean.
additionally for my regression, I want 2004 to be the base (βomittedβ) category. Framed different, all point estimates should be normalized to zero in 2004. By default it is taking the first year in the data, 2001 as the base year.
I also want to visualise estimates in treatment and control group means, and show the change in both groups, both before and after the year preceding treatment (i.e. 2004). I also want to add 95% confidence interval bounds for the treatment effect.
The dataset looks like this,
* Example generated by -dataex-. For more info, type help dataex clear input str6 prov_id int year byte(tech_num tau teach) int beds byte(nonprof govt treat _merge) float(N_t a_kt saidin) "11z111" 2001 17 1 0 35 0 1 0 3 1305 .0934866 .53716475 "11z111" 2001 2 0 0 35 0 1 0 3 1305 1 .53716475 "11z111" 2001 28 0 0 35 0 1 0 3 1305 1 .53716475 "11z111" 2001 7 0 0 35 0 1 0 3 1305 .27969348 .53716475 ..... .... ..... end label values _merge _merge label def _merge 3 "Matched (3)", modify
additionally for my regression, I want 2004 to be the base (βomittedβ) category. Framed different, all point estimates should be normalized to zero in 2004. By default it is taking the first year in the data, 2001 as the base year.
I also want to visualise estimates in treatment and control group means, and show the change in both groups, both before and after the year preceding treatment (i.e. 2004). I also want to add 95% confidence interval bounds for the treatment effect.
The dataset looks like this,
* Example generated by -dataex-. For more info, type help dataex clear input str6 prov_id int year byte(tech_num tau teach) int beds byte(nonprof govt treat _merge) float(N_t a_kt saidin) "11z111" 2001 17 1 0 35 0 1 0 3 1305 .0934866 .53716475 "11z111" 2001 2 0 0 35 0 1 0 3 1305 1 .53716475 "11z111" 2001 28 0 0 35 0 1 0 3 1305 1 .53716475 "11z111" 2001 7 0 0 35 0 1 0 3 1305 .27969348 .53716475 ..... .... ..... end label values _merge _merge label def _merge 3 "Matched (3)", modify
