Why resampling methods ?

  • Our simulations can be treated as computer experiments. This is particularly the case for Monte Carlo methods
  • The results can be analysed with the same statistical tools as we would use analysing experimental data.
  • As in all experiments, we are looking for expectation values and an estimate of how accurate they are, i.e., possible sources for errors.