Module depth 

Depth measures for functional data.

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

Re-exports

pub use band::band_1d;

pub use band::modified_band_1d;

pub use band::modified_epigraph_index_1d;

pub use dispatch::functional_boxplot;

pub use dispatch::functional_depth;

pub use dispatch::DepthMethod;

pub use dispatch::FunctionalBoxplotResult;

pub use erl::extreme_rank_length_depth_1d;

pub use extremal::extremal_depth_1d;

pub use fraiman_muniz::fraiman_muniz_1d;

pub use fraiman_muniz::fraiman_muniz_2d;

pub use half_region::half_region_depth_1d;

pub use half_region::modified_half_region_depth_1d;

pub use hypo_epi::epigraph_index_1d;

pub use hypo_epi::hypograph_index_1d;

pub use hypo_epi::modified_hypograph_index_1d;

pub use linf::linfinity_depth_1d;

pub use modal::modal_1d;

pub use modal::modal_2d;

pub use random_projection::random_projection_1d;

pub use random_projection::random_projection_1d_seeded;

pub use random_projection::random_projection_2d;

pub use random_tukey::random_tukey_1d;

pub use random_tukey::random_tukey_1d_seeded;

pub use random_tukey::random_tukey_2d;

pub use rpd::rpd_depth_1d;

pub use rpd::rpd_depth_1d_seeded;

pub use spatial::functional_spatial_1d;

pub use spatial::functional_spatial_2d;

pub use spatial::kernel_functional_spatial_1d;

pub use spatial::kernel_functional_spatial_2d;

pub use tvd::total_variation_depth_1d;

pub use tvd::TvdMssResult;

Modules

band

Band depth and related measures (BD, MBD, MEI).

dispatch

Unified depth dispatcher and depth-fence functional boxplot.

erl

Extreme-rank-length (ERL) depth.

extremal

Extremal depth (Narisetty & Nair 2016).

fraiman_muniz

Fraiman-Muniz depth measures.

half_region

Half-region depth and modified half-region depth (HRD, MHRD).

hypo_epi

Hypograph, modified-hypograph, and epigraph indices (HI, MHI, EI).

linf

L∞ (sup-norm) depth.

modal

Modal depth measures.

random_projection

Random projection depth measures.

random_tukey

Random Tukey depth measures.

rpd

Random Projection with Derivatives (RPD) depth.

spatial

Functional spatial depth measures (FSD and KFSD).

tvd

Total variation depth with modified shape similarity index (TVD + MSSI).