xtsemi.log_az_N. + ln_az_N 0627
update: 2024-06-19
semipar
xi:semipar az100k pop_65y_pct primaryedu_year hyperten_100k depress100k nonhdl_mgd i.year,nonpar(gdppp2017) ci
i.year _Iyear_1990-2018 (naturally coded; _Iyear_1990 omitted)
![](https://thepearl.ghost.io/content/images/2024/06/Graph-semipar.png)
![](https://thepearl.ghost.io/content/images/2024/06/image.png)
![](https://thepearl.ghost.io/content/images/2024/06/image-1.png)
xtseimpar log_az N
generate logaz=log(az100k)
generate lnaz=ln(az100k)
generate log_gdp=log(gdppp2017)
generate log_pop65=log(pop_65y_pct)
generate log_edu=log(primaryedu_year)
generate log_hyperten=log(hyperten_100k)
generate log_depress=log(depress100k)
generate log_nonhdl=log(nonhdl_mgdl)
xi:xtsemipar logaz pop_65y_pct primaryedu_year hyperten_100k depress100k nonhdl_mgdl pvr_bmi30 i.year, nonpar(gdppp2017) ci
![](https://thepearl.ghost.io/content/images/2024/06/Graph-logaz-xtsemi.png)
![](https://thepearl.ghost.io/content/images/2024/06/image-4.png)
xtseimpar (log_az / log(10)) ( N )
generate log_az_2=log(az100k) / log(10)
xi:xtsemipar log_az2 pop_65y_pct primaryedu_year hyperten_100k depress100k nonhdl_mgdl pvr_bmi30 i.year, nonpar(gdppp2017) ci
![](https://thepearl.ghost.io/content/images/2024/06/Graph-logaz_log10.png)
![](https://thepearl.ghost.io/content/images/2024/06/image-5.png)
xtsemipar ln_az
tsset location_id year
xi:xtsemipar lnaz pop_65y_pct primaryedu_year hyperten_100k depress100k nonhdl_mgdl pvr_bmi30 i.year, nonpar(gdppp2017) ci
![](https://thepearl.ghost.io/content/images/2024/06/Graph_xtsemi-lnaz-N-1.png)
![](https://thepearl.ghost.io/content/images/2024/06/image-3.png)