R: Archetypoid Algorithms and Anomaly Detection

# Archetypoid Algorithms and Anomaly Detection

## Documentation for package ‘adamethods’ version 1.2.1

- DESCRIPTION file
- Package NEWS

## Help Pages

adalara | Multivariate parallel archetypoid algorithm for large applications (ADALARA)
adalara_no_paral | Multivariate non-parallel archetypoid algorithm for large applications (ADALARA)
archetypoids_funct | Archetypoid algorithm with the functional Frobenius norm
archetypoids_funct_multiv | Archetypoid algorithm with the functional multivariate Frobenius norm
archetypoids_funct_multiv_robust | Archetypoid algorithm with the functional multivariate robust Frobenius norm
archetypoids_funct_robust | Archetypoid algorithm with the functional robust Frobenius norm
archetypoids_norm_frob | Archetypoid algorithm with the Frobenius norm
archetypoids_robust | Archetypoid algorithm with the robust Frobenius norm
bisquare_function | Bisquare function
do_ada | Run the whole classical archetypoid analysis with the Frobenius norm
do_ada_robust | Run the whole robust archetypoid analysis with the robust Frobenius norm
do_alphas_rss | Alphas and RSS of every set of archetypoids
do_alphas_rss_multiv | Alphas and RSS of every set of multivariate archetypoids
do_clean | Cleaning outliers
do_clean_multiv | Cleaning multivariate functional outliers
do_fada | Run the whole functional archetypoid analysis with the Frobenius norm
do_fada_multiv | Run the whole archetypoid analysis with the functional multivariate Frobenius norm
do_fada_multiv_robust | Run the whole archetypoid analysis with the functional multivariate robust Frobenius norm
do_fada_robust | Run the whole archetypoid analysis with the functional robust Frobenius norm
do_knno | kNN for outlier detection
do_outl_degree | Degree of outlierness
fadalara | Functional parallel archetypoid algorithm for large applications (FADALARA)
fadalara_no_paral | Functional non-parallel archetypoid algorithm for large applications (FADALARA)
frame_in_r | Compute archetypes frame
frobenius_norm | Frobenius norm
frobenius_norm_funct | Functional Frobenius norm
frobenius_norm_funct_multiv | Functional multivariate Frobenius norm
frobenius_norm_funct_multiv_robust | Functional multivariate robust Frobenius norm
frobenius_norm_funct_robust | Functional robust Frobenius norm
frobenius_norm_robust | Robust Frobenius norm
int_prod_mat | Interior product between matrices
int_prod_mat_funct | Interior product between matrices for FDA
int_prod_mat_sq | Squared interior product between matrices
int_prod_mat_sq_funct | Squared interior product between matrices for FDA
outl_toler | Tolerance outliers
stepArchetypesRawData_funct | Archetype algorithm to raw data with the functional Frobenius norm
stepArchetypesRawData_funct_multiv | Archetype algorithm to raw data with the functional multivariate Frobenius norm
stepArchetypesRawData_funct_multiv_robust | Archetype algorithm to raw data with the functional multivariate robust Frobenius norm
stepArchetypesRawData_funct_robust | Archetype algorithm to raw data with the functional robust Frobenius norm
stepArchetypesRawData_norm_frob | Archetype algorithm to raw data with the Frobenius norm
stepArchetypesRawData_robust | Archetype algorithm to raw data with the robust Frobenius norm