pomic.corrected {Pomic}R Documentation

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

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).

Value

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

Author(s)

Cyril Piou
cyril.piou@yahoo.fr

See Also

pomic.simple pomic

Examples

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


[Package Pomic version 0.9.1 Index]