add_oth_pvals: Add Other p-values

In amp: Statistical Test for the Multivariate Point Null Hypotheses

Add Other p-values

Description

Add pvalues for the Liu and Xie and Bonferroni based tests using the estimated parameter estimates and corresponding standard errors.

Usage

add_oth_pvals(test_result)

Arguments

test_result

The test result from mv_pn_test

Value

The same test result object with additional p-values for the Liu and Xie (2021) test (liu_xie_pvalue) and the Bonferroni based test (bonf_pvalue)

Examples

## NOTE: More monte-carlo samples should be taken are taken here.  This is
## only done to lower computation time.
set.seed(10)
test <- mv_pn_test(data.frame(y = rnorm(100), x = rnorm(100)),
                   ic.pearson, test.control(n_peld_mc_samples = 20,
                                            ts_ld_bs_samp = 20))
test_with_extra <- add_oth_pvals(test)
test_with_extra[c("pvalue", "liu_xie_pvalue", "bonf_pvalue")]

amp documentation built on April 6, 2022, 9:06 a.m.