generalPNorm: Generalised P-Norm

In distr6: The Complete R6 Probability Distributions Interface

Generalised P-Norm

Description

Calculate the p-norm of any function between given limits.

Usage

generalPNorm(fun, p, lower, upper, range = NULL)

Arguments

fun	function to calculate the p-norm of.
p	the pth norm to calculate
lower	lower bound for the integral
upper	upper bound for the integral
range	if discrete then range of the function to sum over

Details

The p-norm of a continuous function f is given by,

(\int_S |f|^p dμ)^{1/p}

where S is the function support. And for a discrete function by

∑_i (x_{i + 1} - x_i) * |f(x_i)|^p

where i is over a given range.

The p-norm is calculated numerically using the integrate function and therefore results are approximate only.

Value

Returns a numeric value for the p norm of a function evaluated between given limits.

Examples

generalPNorm(Exponential$new()$pdf, 2, 0, 10)

distr6 documentation built on March 28, 2022, 1:05 a.m.