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) 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.


A Multivariate Point-Null Test

This is a package that implements a multivariate point null test described in A general adaptive framework for multivariate point null testing.

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install.packages("amp")

1.0.0 by Adam Elder, 4 years ago


Report a bug at https://github.com/adam-s-elder/amp/issues


Browse source code at https://github.com/cran/amp


Authors: Adam Elder [aut, cre] , Marco Carone [ths] , Alex Luedtke [ths]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports MASS, stats, SuperLearner, glmnet, dplyr, rlang, ggplot2, tidyr

Suggests rmarkdown, knitr, testthat


See at CRAN