grf

Generalized Random Forests

CRAN Package

Forest-based statistical estimation and inference. GRF provides non-parametric methods for heterogeneous treatment effects estimation (optionally using right-censored outcomes, multiple treatment arms or outcomes, or instrumental variables), as well as least-squares regression, quantile regression, and survival regression, all with support for missing covariates.

  • Version2.4.0
  • R version≥ 3.5.0
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release11/15/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 6,735 times in the last 30 days. That's a lot of interest! Someone might even write a blog post about it. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 299 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
246 downloadsMar 3, 2025
255 downloadsMar 4, 2025
309 downloadsMar 5, 2025
229 downloadsMar 6, 2025
202 downloadsMar 7, 2025
192 downloadsMar 8, 2025
173 downloadsMar 9, 2025
202 downloadsMar 10, 2025
219 downloadsMar 11, 2025
228 downloadsMar 12, 2025
293 downloadsMar 13, 2025
204 downloadsMar 14, 2025
196 downloadsMar 15, 2025
157 downloadsMar 16, 2025
239 downloadsMar 17, 2025
223 downloadsMar 18, 2025
206 downloadsMar 19, 2025
223 downloadsMar 20, 2025
213 downloadsMar 21, 2025
163 downloadsMar 22, 2025
167 downloadsMar 23, 2025
301 downloadsMar 24, 2025
253 downloadsMar 25, 2025
243 downloadsMar 26, 2025
232 downloadsMar 27, 2025
301 downloadsMar 28, 2025
189 downloadsMar 29, 2025
160 downloadsMar 30, 2025
218 downloadsMar 31, 2025
299 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
157
309

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 77,006 times in the last 365 days. An impressive feat! Enough downloads to make even seasoned academics take note. The day with the most downloads was Nov 18, 2024 with 390 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

  • Imports5 packages
  • Suggests5 packages
  • Linking To2 packages
  • Reverse Imports10 packages
  • Reverse Suggests3 packages