amp: Statistical Test for the Multivariate Point Null Hypotheses

A testing framework for testing the multivariate point null hypothesis. A testing framework described in Elder et al. (2022) <doi:10.48550/arXiv.2203.01897> to test the multivariate point null hypothesis. After the user selects a parameter of interest and defines the assumed data generating mechanism, this information should be encoded in functions for the parameter estimator and its corresponding influence curve. Some parameter and data generating mechanism combinations have codings in this package, and are explained in detail in the article.

Version: 1.0.0
Imports: MASS, stats, SuperLearner, glmnet, dplyr, rlang, ggplot2, tidyr
Suggests: rmarkdown, knitr, testthat (≥ 3.0.0)
Published: 2022-04-06
DOI: 10.32614/CRAN.package.amp
Author: Adam Elder ORCID iD [aut, cre], Marco Carone ORCID iD [ths], Alex Luedtke ORCID iD [ths]
Maintainer: Adam Elder <shmelder at>
License: GPL (≥ 3)
NeedsCompilation: no
Materials: README
CRAN checks: amp results


Reference manual: amp.pdf
Vignettes: run_test_prebuilt_ic
Better Understanding Test Controls


Package source: amp_1.0.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): amp_1.0.0.tgz, r-oldrel (arm64): amp_1.0.0.tgz, r-release (x86_64): amp_1.0.0.tgz, r-oldrel (x86_64): amp_1.0.0.tgz


Please use the canonical form to link to this page.