Package index • SmoothPLS

All functions

assemble_basis_metric(): assemble_basis_metric

assert_funcPLS_inputs(): assert_funcPLS_inputs

assert_multivariate_naivePLS_inputs(): assert_multivariate_naivePLS_inputs

assert_multivariate_smoothPLS_inputs(): assert_multivariate_smoothPLS_inputs

beta_1_real_func(): beta_1_real_func

beta_2_real_func(): beta_2_real_func

beta_3_real_func(): beta_3_real_func

beta_4_real_func(): beta_4_real_func

beta_5_real_func(): beta_5_real_func

beta_6_real_func(): beta_6_real_func

beta_7_real_func(): beta_7_real_func

beta_list_generation(): beta_list_generation

block_diag(): block_diag

build_df_per_state(): build_df_per_state

build_new_data_list(): build_new_data_list

build_reg_curve_spls(): build_reg_curve_spls

build_spls_functions(): build_spls_functions

build_u_ki_list(): build_u_ki_list

cat_data_to_indicator(): cat_data_to_indicator

convert_to_wide_format(): convert_to_wide_format

create_bspline_basis(): create_bspline_basis

determine_curve_name(): determine_curve_name

determine_next_state(): determine_next_state

evaluate_curves_distances(): evaluate_curves_distances

evaluate_gamma_ij(): evaluate_gamma_ij

evaluate_id_func_integral(): evaluate_id_func_integral

evaluate_id_func_integral_deprecated(): evaluate_id_func_integral

evaluate_lambda(): evaluate_lambda

evaluate_lambda_CFD(): evaluate_lambda_CFD

evaluate_lambda_CFD_para_v1(): evaluate_lambda_CFD_para_v1

evaluate_lambda_SFD(): evaluate_lambda_SFD

evaluate_lambda_SFD_para_v1(): evaluate_lambda_SFD_para_v1

evaluate_metric(): evaluate_metric

evaluate_reg_curve_SPLS_uni(): evaluate_reg_curve_SPLS_uni

evaluate_results(): evaluate_results This function evaluates the PRESS, RMSE, MAE, R2 and the % of variance between Y and Y_hat

evaluate_variance_explained(): evaluate_variance_explained

evaluate_V_i_function(): evaluate_V_i_function

eval_max_min_y(): eval_max_min_y

from_basis_to_fdlist(): from_basis_to_fdlist

from_fd_to_func(): from_fd_to_func

funcPLS(): funcPLS

funcPLS_predict(): funcPLS_predict

generate_probabilities(): generate_probabilities

generate_X_df(): generate_X_df

generate_X_df_CFD(): generate_X_df_CFD

generate_X_df_multistates(): generate_X_df_multistates

generate_X_df_SFD(): generate_X_df_SFD

generate_X_df_SFD_data(): generate_X_df_SFD_data

generate_X_df_test(): generate_X_df_test

generate_Y_df(): generate_Y_df

generate_Y_df_CFD(): generate_Y_df_CFD

generate_Y_df_SFD(): generate_Y_df_SFD

gram_schmidt_orthonormalize(): gram_schmidt_orthonormalize

help_smoothPLS(): help_smoothPLS

initial_state_determination(): initial_state_determination

is_orthogonal(): is_orthogonal

is_orthonormal(): is_orthonormal

lambda_determination(): lambda_determination

mae_values(): mae_values

multivariate_alpha_building(): multivariate_alpha_building

multivariate_assemble_basis_metric(): multivariate_assemble_basis_metric

naivePLS(): naivePLS

naivePLS_formatting(): naivePLS_formatting

naivePLS_predict(): naivePLS_predict

number_of_test_id(): number_of_test_id

obj_list_creation(): obj_list_creation

orthonormalize_basis_list(): orthonormalize_basis_list

plot_CFD_individuals(): plot_CFD_individuals

plot_fd_list(): plot_fd_list

plot_model_metrics_base(): plot_model_metrics_base

plot_real_and_smoothed_data_ind(): plot_real_and_smoothed_data_ind

press_model(): press_model This function evaluates the PRESS error 'LOO' of a lm or glm model.

press_values(): press_values

p_w_building(): p_w_building

regularize_time_series(): regularize_time_series

regularize_time_series_CFD(): regularize_time_series_CFD

regularize_time_series_SFD(): regularize_time_series_SFD

reg_curve_funcPLS_evaluation(): reg_curve_funcPLS_evaluation

remove_duplicate_states(): remove_duplicate_states

r_squared_values(): r_squared_values

select_from_fd_list(): select_from_fd_list

smoothPLS(): smoothPLS_multi

smoothPLS_CFD_predict(): smoothPLS_CFD_predict (Updated v0.1.4)

smoothPLS_CFD_predict_para_v1(): smoothPLS_CFD_predict_para_v1 (Updated v0.1.2)

smoothPLS_predict(): smoothPLS_multi_predict

smoothPLS_predict_uni(): smoothPLS_predict_uni

smoothPLS_SFD_predict(): smoothPLS_SFD_predict

smoothPLS_SFD_predict_para_v1(): smoothPLS_SFD_predict_para_v1

split_in_state_df(): split_in_state_df

state_indicator(): state_indicator

state_indicator_old(): state_indicator_old

test_basis_properties(): test_basis_properties

transfer_probabilities(): transfer_probabilities

transition_matrix(): transition_matrix

univariate_alpha_building(): univariate_alpha_building