Why blocking?

  • As in other experiments, Monte Carlo experiments have two classes of errors:
    • Statistical errors
    • Systematical errors
  • Statistical errors can be estimated using standard tools from statistics
  • Systematical errors are method specific and must be treated differently from case to case. (In VMC a common source is the step length or time step in importance sampling)