API for eh-in-r/RCTS
Clustering Time Series While Resisting Outliers

Global functions
LMROB Man page Source code
OF_vectorized3 Man page Source code
OF_vectorized_helpfunction3 Man page Source code
RCTS Man page
X_dgp3 Man page
Y_dgp3 Man page
adapt_X_estimating_less_variables Man page Source code
adapt_pic_with_sigma2maxmodel Man page Source code
add_configuration Man page Source code
add_metrics Man page Source code
add_pic Man page Source code
add_pic_parallel Man page Source code
beta_true_heterogroups Man page Source code
calculate_FL_group_estimated Man page Source code
calculate_FL_group_true Man page Source code
calculate_PIC Man page Source code
calculate_PIC_term1 Man page Source code
calculate_TN_factor Man page Source code
calculate_VCsquared Man page Source code
calculate_W Man page Source code
calculate_XB_estimated Man page Source code
calculate_XB_true Man page Source code
calculate_Z_common Man page Source code
calculate_Z_group Man page Source code
calculate_best_config Man page Source code
calculate_error_term Man page Source code
calculate_errors_virtual_groups Man page Source code
calculate_lambda Man page Source code
calculate_lambda_group Man page Source code
calculate_lgfg Man page Source code
calculate_obj_for_g Man page Source code
calculate_sigma2 Man page Source code
calculate_sigma2maxmodel Man page Source code
calculate_virtual_factor_and_lambda_group Man page Source code
check_stopping_rules Man page Source code
clustering_with_robust_distances Man page Source code
create_covMat_crosssectional_dependence Man page Source code
create_data_dgp2 Man page Source code
create_true_beta Man page Source code
define_C_candidates Man page Source code
define_configurations Man page Source code
define_kg_candidates Man page Source code
define_number_subsets Man page Source code
define_object_for_initial_clustering_macropca Man page Source code
define_rho_parameters Man page Source code
determine_beta Man page Source code
determine_robust_lambda Man page Source code
df_results_example Man page
do_we_estimate_common_factors Man page Source code
do_we_estimate_group_factors Man page Source code
estimate_algorithm Man page Source code
estimate_beta Man page Source code
estimate_factor Man page Source code
estimate_factor_group Man page Source code
evade_crashes_macropca Man page Source code
evade_floating_point_errors Man page Source code
factor_group_true_dgp3 Man page
fill_rc Man page Source code
fill_rcj Man page Source code
final_estimations_filter_kg Man page Source code
g_true_dgp3 Man page
generate_Y Man page Source code
generate_grouped_factorstructure Man page Source code
get_best_configuration Man page Source code
get_convergence_speed Man page Source code
get_final_estimation Man page Source code
grid_add_variables Man page Source code
handleNA Man page Source code
handleNA_LG Man page Source code
handle_macropca_errors Man page Source code
initialise_X Man page Source code
initialise_beta Man page Source code
initialise_clustering Man page Source code
initialise_commonfactorstructure_macropca Man page Source code
initialise_df_pic Man page Source code
initialise_df_results Man page Source code
initialise_rc Man page Source code
initialise_rcj Man page Source code
iterate Man page Source code
kg_candidates_expand Man page Source code
lambda_group_true_dgp3 Man page
make_df_pic_parallel Man page Source code
make_df_results_parallel Man page Source code
make_subsamples Man page Source code
matrixnorm Man page Source code
parallel_algorithm Man page Source code
plot_VCsquared Man page Source code
prepare_for_robpca Man page Source code
reassign_if_empty_groups Man page Source code
restructure_X_to_order_slowN_fastT Man page Source code
return_robust_lambdaobject Man page Source code
robustpca Man page Source code
run_config Man page Source code
scaling_X Man page Source code
solveFG Man page Source code
tabulate_potential_C Man page Source code
update_g Man page Source code
eh-in-r/RCTS documentation built on May 19, 2023, 1:09 p.m.