Compute the monotone cost, — monotone_cost • HistogramZoo

Compute the monotone cost,

Usage

monotone_cost(x, s = NULL, eps = 1, increasing = TRUE)

Arguments

x: numeric vector representing the density of a histogram
s: numeric vector representing initial segmentation indices
eps: numeric hyperparameter epsilon used to scale the resolution of segmentation
increasing: logical, whether the Grenander estimator should assume x is increasing or decreasing

Value

numeric, monotone cost