# Gaussian Model Invariant by Permutation Symmetry

## Documentation for package ‘gips’ version 1.3.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

AIC.gips | Akaike's An Information Criterion for 'gips' class
as.character.gips | Transform the 'gips' object to a character vector
as.character.gips_perm | Transform the 'gips_perm' object to a character vector
BIC.gips | Akaike's An Information Criterion for 'gips' class
calculate_gamma_function | Calculate Gamma function
compare_log_posteriories_of_perms | Compare the posteriori probabilities of 2 permutations
compare_posteriories_of_perms | Compare the posteriori probabilities of 2 permutations
find_MAP | Find the Maximum A Posteriori Estimation
forget_perms | Forget the permutations for 'gips' object optimized with 'save_all_perms = TRUE'
get_probabilities_from_gips | Extract probabilities for 'gips' object optimized with 'return_probabilities = TRUE'
get_structure_constants | Get Structure Constants
gips | The constructor of a 'gips' class.
gips_perm | Permutation object
logLik.gips | Extract the Log-Likelihood for 'gips' class
log_posteriori_of_gips | Log of the A Posteriori of the permutation that the covariance matrix is invariant under
new_gips | The constructor of a 'gips' class.
new_gips_perm | Permutation object
plot.gips | Plot optimized matrix or optimization 'gips' object
prepare_orthogonal_matrix | Prepare orthogonal matrix
print.gips | Printing 'gips' object
print.gips_perm | Printing 'gips_perm' object
print.summary.gips | Summarizing the gips object
project_matrix | Project matrix after optimization
summary.gips | Summarizing the gips object
validate_gips | The constructor of a 'gips' class.
validate_gips_perm | Permutation object