Comparing time series is an important and common problem. Most results
are asymptotic because it is impossible to derive results for finite (especially
small) samples. Resampling methods have emerged as powerful tools in modern
statistical analysis which provide a means of finding things out for small
A Doctoral Thesis. Submitted in partial fulfilment of the requirements for the award of Doctor of Philosophy at Loughborough University.