get_structure_constants: Get Structure Constants

In PrzeChoj/gips: Gaussian Model Invariant by Permutation Symmetry

Get Structure Constants

Description

Finds constants necessary for internal calculations of integrals and eventually the posteriori probability in log_posteriori_of_gips().

Usage

get_structure_constants(perm)

Arguments

perm	An object of a gips_perm class. It can also be of a gips class, but it will be interpreted as the underlying gips_perm.

Details

Uses Theorem 5 from references to calculate the constants.

Value

Returns a list of 5 items: r, d, k, L, dim_omega - vectors of constants from Theorem 1 from references and the beginning of section 3.1. from references.

References

Piotr Graczyk, Hideyuki Ishi, Bartosz Kołodziejek, Hélène Massam. "Model selection in the space of Gaussian models invariant by symmetry." The Annals of Statistics, 50(3) 1747-1774 June 2022. arXiv link; \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1214/22-AOS2174")}

See Also

• calculate_gamma_function(), log_posteriori_of_gips() - The functions that rely heavily on get_structure_constants().

Examples

perm <- gips_perm("(1)(2)(3)(4,5)", 5)
get_structure_constants(perm)

PrzeChoj/gips documentation built on June 12, 2025, 12:23 a.m.