qte

Quantile Treatment Effects

CRAN Package

Provides several methods for computing the Quantile Treatment Effect (QTE) and Quantile Treatment Effect on the Treated (QTT). 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) using the methods developed in Firpo (2007) <doi:10.1111/j.1468-0262.2007.00738.x>, (iii) Identification is based on a Difference in Differences assumption (several varieties are available in the package e.g. Athey and Imbens (2006) <doi:10.1111/j.1468-0262.2006.00668.x>, Callaway and Li (2019) <doi:10.3982/QE935>, Callaway, Li, and Oka (2018) <doi:10.1016/j.jeconom.2018.06.008>).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 370 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 15 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
10 downloadsMar 4, 2025
39 downloadsMar 5, 2025
8 downloadsMar 6, 2025
9 downloadsMar 7, 2025
4 downloadsMar 8, 2025
6 downloadsMar 9, 2025
11 downloadsMar 10, 2025
15 downloadsMar 11, 2025
10 downloadsMar 12, 2025
10 downloadsMar 13, 2025
7 downloadsMar 14, 2025
15 downloadsMar 15, 2025
6 downloadsMar 16, 2025
13 downloadsMar 17, 2025
14 downloadsMar 18, 2025
7 downloadsMar 19, 2025
14 downloadsMar 20, 2025
9 downloadsMar 21, 2025
13 downloadsMar 22, 2025
6 downloadsMar 23, 2025
10 downloadsMar 24, 2025
8 downloadsMar 25, 2025
13 downloadsMar 26, 2025
34 downloadsMar 27, 2025
19 downloadsMar 28, 2025
4 downloadsMar 29, 2025
21 downloadsMar 30, 2025
9 downloadsMar 31, 2025
11 downloadsApr 1, 2025
15 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
4
39

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 4,318 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was May 02, 2024 with 100 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports8 packages
  • Suggests3 packages