The Bias-Variance Dilemma of the Monte Carlo Method.

Mark Zlochin Yoram Baram

Published in: ICANN (2001)

Keyphrases

monte carlo method
bias variance
trade off
markov chain
monte carlo
bias variance decomposition
bayesian learning
genetic algorithm
posterior distribution
low variance
maximum likelihood estimation
state space
probabilistic model
least squares
model selection