Pomic (version 0.9.1)

pomic.corrected: Pomic corrected calculation for numerical patterns

Description

This function calculate the POMIC value of simulations results compared to a vector taken as a field pattern.

Usage

pomic.corrected(object1, object2, eps=10^-30, nrange=1000)

Arguments

object1

Numerical, vector of the field pattern

object2

Numerical, vector of simulations results

eps

Numerical, value to use when the likelihood = 0 for mathematical stability

nrange

Numerical, number of interval to consider for the probability density function creation and integration

Value

• Return a value corresponding to the pomic score of model results to reproduce the pattern

Details

This function returns the POMIC value + correction of the constant in KL equation corresponding to the entropy of the field pattern. The purpose of this function is to be able to sum up pomic.corrected values in cases of multiple "patterns" situations to obtain an overall score (but not for parameter averaging or evidence calculation purpose).

See Also

pomic.simple pomic

Examples

pomic.corrected(rnorm(100,10,5),rnorm(100*5,10.5,6),eps=10^-20)