Package: FABInference 0.1
FABInference: FAB p-Values and Confidence Intervals
Frequentist assisted by Bayes (FAB) p-values and confidence interval construction. See Hoff (2019) <arxiv:1907.12589> "Smaller p-values via indirect information", Hoff and Yu (2019) <doi:10.1214/18-EJS1517> "Exact adaptive confidence intervals for linear regression coefficients", and Yu and Hoff (2018) <doi:10.1093/biomet/asy009> "Adaptive multigroup confidence intervals with constant coverage".
Authors:
FABInference_0.1.tar.gz
FABInference_0.1.zip(r-4.7)FABInference_0.1.zip(r-4.6)FABInference_0.1.zip(r-4.5)
FABInference_0.1.tgz(r-4.6-any)FABInference_0.1.tgz(r-4.5-any)
FABInference_0.1.tar.gz(r-4.7-any)FABInference_0.1.tar.gz(r-4.6-any)
FABInference_0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
FABInference/json (API)
| # Install 'FABInference' in R: |
| install.packages('FABInference', repos = c('https://pdhoff.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pdhoff/fabinference/issues
Last updated from:7da4211bf1. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 112 | ||
| source / vignettes | OK | 151 | ||
| linux-release-x86_64 | OK | 104 | ||
| macos-release-arm64 | OK | 88 | ||
| macos-oldrel-arm64 | OK | 65 | ||
| windows-devel | OK | 72 | ||
| windows-release | OK | 63 | ||
| windows-oldrel | OK | 74 | ||
| wasm-release | OK | 78 |
Exports:fabtzCIfabzCIglmFABlmFABmmleFHmmleFHPrssSplitsfabz
Dependencies:MASS
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| z-optimal FAB t-interval | fabtzCI |
| FAB z-interval | fabzCI |
| FAB inference for generalized linear models | glmFAB |
| FAB inference for linear models | lmFAB |
| Marginal MLEs for the Fay-Herriot model | mmleFH |
| Marginal MLEs for the Fay-Herriot model with known covariance | mmleFHP |
| QR decomposition | qr.lmFAB |
| Residual sum of squares split | rssSplit |
| Bayes-optimal spending function | sfabz |
| Summarizing Generalized Linear Model Fits with FAB Inference | summary.glmFAB |
| Summarizing Linear Model Fits with FAB Inference | summary.lmFAB |
