qte: Quantile Treatment Effects

Provides several methods for computing the Quantile Treatment Effect (QTE) and Quantile Treatment Effect on the Treated (QTET). The main cases covered are (i) Treatment is randomly assigned, (ii) Treatment is as good as randomly assigned after conditioning on some covariates (also called conditional independence or selection on observables), (iii) Identification is based on a Difference in Differences assumption (several varieties are available in the package).

Author
Brantly Callaway
Date of publication
2015-05-01 16:09:20
Maintainer
Brantly Callaway <brantly.m.callaway@vanderbilt.edu>
License
GPL-2
Version
1.0.1

View on CRAN

Man pages

bounds
bounds
BoundsObj
BoundsObj
CiC
Change in Changes
ci.qte
ci.qte
ci.qtet
ci.qtet
compute.CiC
athey.imbens
compute.ci.qte
compute.ci.qte
compute.ci.qtet
compute.ci.qtet
computeDiffSE
computeDiffSE
compute.MDiD
compute.MDiD
compute.panel.qtet
compute.panel.qte
compute.QDiD
Quantile Difference in Differences
computeSE
computeSE
getlb
getlb
getub
getub
lalonde
Lalonde (1986)'s NSW Dataset
lalonde.exp
Lalonde's Experimental Dataset
lalonde.exp.panel
Lalonde's Panel Experimental Dataset
lalonde.psid
Lalonde's Observational Dataset
lalonde.psid.panel
Lalonde's Experimental Dataset
makeBalancedPanel
makeBalancedPanel
MDiD
Mean Difference in Differences
panel.qtet
panel.qtet
plot.BoundsObj
Plot Bounds
plot.QTE
plot.QTE
print.matrix1
print.matrix1
print.summary.BoundsObj
Print a summary.BoundsObj
print.summary.QTE
Print
QDiD
Quantile Difference in Differences
QTE
QTE
SE
SE
simple.quantile
simple.quantile
summary.BoundsObj
Summary of BoundsObj
summary.QTE
Summary

Files in this package

qte
qte/NAMESPACE
qte/data
qte/data/lalonde.RData
qte/R
qte/R/qte.R
qte/MD5
qte/DESCRIPTION
qte/man
qte/man/compute.ci.qte.Rd
qte/man/computeDiffSE.Rd
qte/man/compute.ci.qtet.Rd
qte/man/summary.QTE.Rd
qte/man/computeSE.Rd
qte/man/getlb.Rd
qte/man/compute.QDiD.Rd
qte/man/compute.panel.qtet.Rd
qte/man/panel.qtet.Rd
qte/man/print.matrix1.Rd
qte/man/lalonde.psid.panel.Rd
qte/man/lalonde.Rd
qte/man/bounds.Rd
qte/man/getub.Rd
qte/man/print.summary.BoundsObj.Rd
qte/man/summary.BoundsObj.Rd
qte/man/CiC.Rd
qte/man/lalonde.exp.Rd
qte/man/simple.quantile.Rd
qte/man/QTE.Rd
qte/man/lalonde.exp.panel.Rd
qte/man/compute.MDiD.Rd
qte/man/QDiD.Rd
qte/man/print.summary.QTE.Rd
qte/man/makeBalancedPanel.Rd
qte/man/SE.Rd
qte/man/MDiD.Rd
qte/man/compute.CiC.Rd
qte/man/ci.qte.Rd
qte/man/plot.QTE.Rd
qte/man/lalonde.psid.Rd
qte/man/plot.BoundsObj.Rd
qte/man/BoundsObj.Rd
qte/man/ci.qtet.Rd