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TableA4AgilePredators20191115.do
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TableA4AgilePredators20191115.do
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** Table A4: Loans and ownership form, schools excluded with parent-child reporting for cohort race-ethnicity share controls
clear all
insheet using "https://raw.githubusercontent.com/charlieeatonphd/agilepredators/master/agilepredatorsdata20191116.csv", comma clear
label define iclevel 1 "Four or more years" 2 "At least 2 but less than 4 years"
label define owner_pe 1 "Private equity" 2 "Publicly traded" 3 "Privately held" 4 "Non-profit" 5 "State" 6 "Community"
rename iclevel iclevel_s
encode iclevel_s, gen(iclevel) label(iclevel)
rename state_n state_s
encode state_s, gen(state_n)
rename owner_pe owner_pe_s
encode owner_pe_s, gen(owner_pe) label(owner_pe)
gen under_thousands=all_under_w/1000
xtset unitid year
xi: xtreg loan_amount_borrower_c_w peswitcherall ///
i.iclevel i.year i.state_n*year if idx_sfa==. & idx_ef==., fe cluster(peswitchsystemall) noomitted
eststo est1
xi: xtreg loan_amount_borrower_c_w peswitcherall chain online under_thousands ///
i.iclevel i.year i.state_n*year if idx_sfa==. & idx_ef==., fe cluster(peswitchsystemall) noomitted
eststo est2
xi: xtreg loan_amount_borrower_c_w peswitcherall chain online selective dist_black dist_white dist_hisp fed_grant_pct_w ///
under_thousands i.iclevel i.year i.state_n*year if idx_sfa==. & idx_ef==., fe cluster(peswitchsystemall) noomitted
eststo est3
xi: xtreg loan_amount_borrower_c_w poswitcherall ///
i.iclevel i.year i.state_n*year if idx_sfa==. & idx_ef==., fe cluster(poswitchsystemall) noomitted
eststo est4
xi: xtreg loan_amount_borrower_c_w poswitcherall chain online under_thousands ///
i.iclevel i.year i.state_n*year if idx_sfa==. & idx_ef==., fe cluster(poswitchsystemall) noomitted
eststo est5
xi: xtreg loan_amount_borrower_c_w poswitcherall chain online selective dist_black dist_white dist_hisp fed_grant_pct_w ///
under_thousands i.iclevel i.year i.state_n*year if idx_sfa==. & idx_ef==., fe cluster(poswitchsystemall) noomitted
eststo est6
esttab est1 est2 est3 est4 est5 est6 ///
using "loansexcludeparentchildcontrols.csv", cells(b(star fmt(3)) se(fmt(3))) stardetach ///
legend label varlabels(_cons Constant) stats(N N_g, fmt(3 0 0) ///
label(R-square Institution-years Institutions)) starlevels(^ .1 * .05 ** .01 *** .001) ///
keep (peswitcherall poswitcherall chain online under_thousands) replace