Motivation | Methods | Generalized linear models | General linear hypotheses | Profile statistics | Wald statistic | Signed likelihood root | Modified likelihood root | Confidence intervals | Multiple hypotheses testing | The mcprofile() function | plot methods | Modifying the profile support grid | Simultaneous confidence intervals and multiple testing | Wald-type statistics | Simultaneous confidence intervals for predictions in logistic regression models | References
Package: mcprofile 1.0-1
mcprofile: Testing Generalized Linear Hypotheses for Generalized Linear Model Parameters by Profile Deviance
Calculation of signed root deviance profiles for linear combinations of parameters in a generalized linear model. Multiple tests and simultaneous confidence intervals are provided.
Authors:
mcprofile_1.0-1.tar.gz
mcprofile_1.0-1.zip(r-4.7)mcprofile_1.0-1.zip(r-4.6)mcprofile_1.0-1.zip(r-4.5)
mcprofile_1.0-1.tgz(r-4.6-any)mcprofile_1.0-1.tgz(r-4.5-any)
mcprofile_1.0-1.tar.gz(r-4.7-any)mcprofile_1.0-1.tar.gz(r-4.6-any)
mcprofile_1.0-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
mcprofile/json (API)
| # Install 'mcprofile' in R: |
| install.packages('mcprofile', repos = c('https://daniel-gerhard.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/daniel-gerhard/mcprofile/issues
Datasets:
- aphidlight - Aphid attraction at different light intensities
- cta - Cell transformation assay dataset
- toxinLD - Identifying the lethal dose of a crop protection product.
Last updated from:b472b92843. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 130 | ||
| source / vignettes | OK | 175 | ||
| linux-release-x86_64 | NOTE | 135 | ||
| macos-release-arm64 | NOTE | 99 | ||
| macos-oldrel-arm64 | NOTE | 73 | ||
| windows-devel | NOTE | 100 | ||
| windows-release | NOTE | 96 | ||
| windows-oldrel | NOTE | 95 | ||
| wasm-release | OK | 124 |
Exports:hoamcprofilemcprofileControlwald
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecyclemvtnormquadprogR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Aphid attraction at different light intensities | aphidlight |
| Simultaneous Confidence Intervals for Multiple Contrast Profiles | confint.mcprofile |
| Cell transformation assay dataset | cta |
| exp transformation of Confidence Intervals | exp.mcpCI |
| Inverse logit transformation of Confidence Intervals | expit.mcpCI |
| Higher order asymptotics using the modified likelihood root | hoa |
| Construction of Multiple Contrast Profiles | mcprofile mcprofile.glm mcprofile.lm |
| mcprofile Control Arguments | mcprofileControl |
| Fitting Order-Restricted Generalized Linear Models | orglm.fit |
| Multiple Testing of General Hypotheses | summary.mcprofile |
| Identifying the lethal dose of a crop protection product. | toxinLD |
| Calculate Wald-Profiles | wald |
