Knowing Your Inaccuracy
How can the accuracy of a simulation result be assessed if the simulation is inaccurate?
Compare to precision calculation where simulation data (variance) are used to provide confidence limits
Consider most-likely inaccuracy for HS insertion
Postulate dDA ~ (MeDS)-1 for continuous distributions
- evaluate DA accuracy using simulation DS
But simulation gives ‘incorrect’ DS
- generally, simulation DS < true DS (e-DS(sim) > e-DS(true))
- thus ‘incorrect’ DS indicates larger error
- safe estimate of inaccuracy
- gives (probabilistic) upper bound of DA inaccuracy