* Centrality paper
* Regressions using the whole Census data - Male 20-65, all MSA's
* DTA database: US_allvars.dta

clear
set mem 700m /*Need more than my PC can handle*/
set mat 2000
cd c:\Centrality\Census
set more off

cap log c
log using estimation, replace

use c:\Centrality\Census\US_allvars.dta, clear
keep lnw index_lemp lemp region stateicp pwmetro occ lempocc sex educ age* race hispanic uhrs trantime ctycom 
compress
set seed 1
sample 30
gen lhours=ln(uhrs)

iis occ
xi: xtreg lnw index_lemp lemp                                                  i.state, fe
xi: xtreg lnw index_lemp lemp sex educ age* race hisp lhours                   i.state, fe
xi: xtreg lnw index_lemp lemp sex educ age* race hisp lhours            ctycom i.state, fe
xi: xtreg lnw index_lemp lemp sex educ age* race hisp lhours  i.sex*index_lemp i.state, fe
xi: xtreg lnw index_lemp lemp sex educ age* race hisp lhours i.race*index_lemp i.state, fe



use c:\Centrality\Census\US_allvars.dta, clear
keep lnw index_lemp lemp region stateicp pwmetro occ lempocc sex educ age* race hispanic uhrs trantime ctycom 
compress
set seed 1
sample 5
gen lhours=ln(uhrs)
gen educ_lemp=educ*lemp


iis occ
xi: xtreg lnw index_lemp        						           i.pwmetro, fe
xi: xtreg lnw index_lemp   sex educ age* race hisp lhours  		           i.pwmetro, fe
xi: xtreg lnw index_lemp   sex educ age* race hisp lhours  	i.sex*index_lemp i.pwmetro, fe
xi: xtreg lnw index_lemp   sex educ age* race hisp lhours  i.race*index_lemp i.pwmetro, fe
xi: xtreg lnw index_lemp educ_lemp   sex educ age* race hisp lhours  i.race*index_lemp i.pwmetro, fe

cap log c