Package: rbtt 0.1.0
rbtt: Alternative Bootstrap-Based t-Test Aiming to Reduce Type-I Error for Non-Negative, Zero-Inflated Data
Tu & Zhou (1999) <doi:10.1002/(SICI)1097-0258(19991030)18:20%3C2749::AID-SIM195%3E3.0.CO;2-C> showed that comparing the means of populations whose data-generating distributions are non-negative with excess zero observations is a problem of great importance in the analysis of medical cost data. In the same study, Tu & Zhou discuss that it can be difficult to control type-I error rates of general-purpose statistical tests for comparing the means of these particular data sets. This package allows users to perform a modified bootstrap-based t-test that aims to better control type-I error rates in these situations.
Authors:
rbtt_0.1.0.tar.gz
rbtt_0.1.0.zip(r-4.7)rbtt_0.1.0.zip(r-4.6)rbtt_0.1.0.zip(r-4.5)
rbtt_0.1.0.tgz(r-4.6-any)rbtt_0.1.0.tgz(r-4.5-any)
rbtt_0.1.0.tar.gz(r-4.7-any)rbtt_0.1.0.tar.gz(r-4.6-any)
rbtt_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rbtt/json (API)
| # Install 'rbtt' in R: |
| install.packages('rbtt', repos = c('https://wannabesmith.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/wannabesmith/rbtt/issues
Last updated from:eece87f602. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 100 | ||
| source / vignettes | OK | 132 | ||
| linux-release-x86_64 | OK | 97 | ||
| macos-release-arm64 | OK | 137 | ||
| macos-oldrel-arm64 | OK | 144 | ||
| windows-devel | OK | 78 | ||
| windows-release | OK | 60 | ||
| windows-oldrel | OK | 65 | ||
| wasm-release | OK | 89 |
Exports:rbtt
Dependencies:data.table
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Perform robust bootstrapped t-tests | rbtt |
