stochtree

Stochastic Tree Ensembles (XBART and BART) for Supervised Learning and Causal Inference

CRAN Package

Flexible stochastic tree ensemble software. Robust implementations of Bayesian Additive Regression Trees (BART) Chipman, George, McCulloch (2010) doi:10.1214/09-AOAS285 for supervised learning and Bayesian Causal Forests (BCF) Hahn, Murray, Carvalho (2020) doi:10.1214/19-BA1195 for causal inference. Enables model serialization and parallel sampling and provides a low-level interface for custom stochastic forest samplers.

  • Version0.1.1
  • R versionunknown
  • LicenseMIT
  • Needs compilation?Yes
  • Last release02/08/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 509 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 47 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
12 downloadsFeb 12, 2025
4 downloadsFeb 13, 2025
40 downloadsFeb 14, 2025
4 downloadsFeb 15, 2025
11 downloadsFeb 16, 2025
43 downloadsFeb 17, 2025
4 downloadsFeb 18, 2025
6 downloadsFeb 19, 2025
48 downloadsFeb 20, 2025
3 downloadsFeb 21, 2025
7 downloadsFeb 22, 2025
42 downloadsFeb 23, 2025
8 downloadsFeb 24, 2025
6 downloadsFeb 25, 2025
45 downloadsFeb 26, 2025
4 downloadsFeb 27, 2025
4 downloadsFeb 28, 2025
45 downloadsMar 1, 2025
6 downloadsMar 2, 2025
4 downloadsMar 3, 2025
46 downloadsMar 4, 2025
5 downloadsMar 5, 2025
5 downloadsMar 6, 2025
3 downloadsMar 7, 2025
40 downloadsMar 8, 2025
2 downloadsMar 9, 2025
1 downloadsMar 10, 2025
7 downloadsMar 11, 2025
7 downloadsMar 12, 2025
47 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
1
48

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 641 times in the last 365 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The day with the most downloads was Feb 20, 2025 with 48 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

  • Imports1 package
  • Suggests1 package
  • Linking To2 packages