Package: SFHNV 0.1.1
SFHNV: Structural Forest for the Heterogeneous Newsvendor Model
Implements the structural forest methodology for the heterogeneous newsvendor model. The package provides tools to prepare data, fit honest newsvendor trees and forests, and obtain point and distributional predictions for demand decisions under uncertainty.
Authors:
SFHNV_0.1.1.tar.gz
SFHNV_0.1.1.zip(r-4.7)SFHNV_0.1.1.zip(r-4.6)SFHNV_0.1.1.zip(r-4.5)
SFHNV_0.1.1.tgz(r-4.6-any)SFHNV_0.1.1.tgz(r-4.5-any)
SFHNV_0.1.1.tar.gz(r-4.7-any)SFHNV_0.1.1.tar.gz(r-4.6-any)
SFHNV_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SFHNV/json (API)
| # Install 'SFHNV' in R: |
| install.packages('SFHNV', repos = c('https://murphylicn.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/murphylicn/sfhnv/issues
Last updated from:be6d80be33. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 110 | ||
| source / vignettes | OK | 169 | ||
| linux-release-x86_64 | OK | 128 | ||
| macos-release-arm64 | OK | 150 | ||
| macos-oldrel-arm64 | OK | 154 | ||
| windows-devel | OK | 65 | ||
| windows-release | OK | 57 | ||
| windows-oldrel | OK | 76 | ||
| wasm-release | OK | 86 |
Exports:build_random_forestNW_prepareNW_Treepredict_cdf_forestpredict_cdf_treepredict_forestpredict_tree
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit an SFHNV random forest | build_random_forest |
| Prepare data for SFHNV trees and forests | NW_prepare |
| Fit a Structural Forest Heterogeneous Newsvendor tree | NW_Tree |
| Predict SFHNV random forest conditional CDF values | predict_cdf_forest |
| Predict conditional CDF values from an SFHNV tree | predict_cdf_tree |
| Predict SFHNV random forest point estimates | predict_forest |
| Predict SFHNV tree point estimates | predict_tree |
