Module depth 

Depth measures for functional data.

This module provides various depth measures for assessing the centrality of functional observations within a reference sample.

Functions

band_1d

Compute Band Depth (BD) for 1D functional data.

fraiman_muniz_1d

Compute Fraiman-Muniz depth for 1D functional data.

fraiman_muniz_2d

Compute Fraiman-Muniz depth for 2D functional data (surfaces).

functional_spatial_1d

Compute Functional Spatial Depth for 1D functional data.

functional_spatial_2d

Compute Functional Spatial Depth for 2D functional data.

kernel_functional_spatial_1d

Compute Kernel Functional Spatial Depth (KFSD) for 1D functional data.

kernel_functional_spatial_2d

Compute Kernel Functional Spatial Depth (KFSD) for 2D functional data.

modal_1d

Compute modal depth for 1D functional data.

modal_2d

Compute modal depth for 2D functional data.

modified_band_1d

Compute Modified Band Depth (MBD) for 1D functional data.

modified_epigraph_index_1d

Compute Modified Epigraph Index (MEI) for 1D functional data.

random_projection_1d

Compute random projection depth for 1D functional data.

random_projection_2d

Compute random projection depth for 2D functional data.

random_tukey_1d

Compute random Tukey depth for 1D functional data.

random_tukey_2d

Compute random Tukey depth for 2D functional data.