Function parpe::computeNegLogLikelihood(std::vector<double> const&, std::vector<double> const&, const std::vector<double>&)

• Defined in File hierarchicalOptimization.h

Function Documentation

double parpe::computeNegLogLikelihood(std::vector<double> const &measurements, std::vector<double> const &modelOutputsScaled, const std::vector<double> &sigmas)

Compute negative log-likelihood for normal distribution based on the model outputs and measurements for a single condition.

Parameters:

• measurements –

• modelOutputsScaled –

• sigmas –

Returns:

Negative log-likelihood for the given measurements and simulations, assuming independently normally distributed noise