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 |