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TOHM (version 1.4)

Testing One Hypothesis Multiple Times

Description

Approximations of global p-values when testing hypothesis in presence of non-identifiable nuisance parameters. The method relies on the Euler characteristic heuristic and the expected Euler characteristic is efficiently computed by in Algeri and van Dyk (2018) .

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Version

Install

install.packages('TOHM')

Monthly Downloads

174

Version

1.4

License

GPL-2

Maintainer

Sara Algeri

Last Published

March 9th, 2021

Functions in TOHM (1.4)

gLRT

Compute the generalized Likelihood Ratio Test
ECden_vec

Compute the Euler characteristic densities
EC_LRT

Compute the Euler characteristic for the generalized Likelihood Ratio Test field
EC_T

Compute the Euler characteristic for a given field
TOHM-package

TOHM
global_p

Compute global p-values
chi2_ECden

Compute Euler characteristic density for Chi-square random fields
TOHM_LRT

Compute the Likelihood Ratio Test under non-standard conditions.
Gauss_ECden

Compute Euler characteristic density for Gaussian random fields
find_max

Maximum of Likelihood Ratio Test field