Package index

Package overview

GLBFP-package

GLBFP: General Linear Blend Frequency Polygon Density Estimation

Point estimators

ASH() print(<ASH>)

Averaged Shifted Histogram (ASH) estimator at a single point

LBFP() print(<LBFP>)

Linear Blend Frequency Polygon (LBFP) estimator at a single point

GLBFP() print(<GLBFP>)

General Linear Blend Frequency Polygon (GLBFP) estimator at a single point

ash() lbfp() glbfp() ash_estimate() lbfp_estimate() glbfp_estimate() compute_di()

Lowercase aliases for the public API

Grid estimators

ASH_estimate() print(<ASH_estimate>) plot(<ASH_estimate>)

ASH density estimation on a grid

LBFP_estimate() print(<LBFP_estimate>) plot(<LBFP_estimate>)

LBFP density estimation on a grid

GLBFP_estimate() print(<GLBFP_estimate>) plot(<GLBFP_estimate>)

GLBFP density estimation on a grid

ash() lbfp() glbfp() ash_estimate() lbfp_estimate() glbfp_estimate() compute_di()

Lowercase aliases for the public API

Leave-one-out diagnostics

compute_Di()

Leave-one-out self-support scores for grid density estimators

ash() lbfp() glbfp() ash_estimate() lbfp_estimate() glbfp_estimate() compute_di()

Lowercase aliases for the public API

Bandwidth helpers

compute_bi_optim()

Compute bandwidth vector \(b_i\)

compute_G_star()

Compute the \(G^*\) bandwidth constant

G_i()

Compute the \(G(m_i)\) bandwidth constant

K_mi()

Compute the \(K(m_i)\) bandwidth constant

S3 helpers

predict(<glbfp_fit>)

Predict from GLBFP fit objects

summary(<glbfp_fit>)

Summarize GLBFP fit objects

as.data.frame(<glbfp_grid>) as.data.frame(<glbfp_di>)

Convert GLBFP objects to data frames

Data

ashua

River Ashuapmushuan daily flow and level data