Thanks to Abdullah for the link to the paper. My answer would be: It is always a good idea to test for the need to whiten, and for excessive autocorrelation when you have frequently-measured data. Autocorrelation with large numbers of samples increases the statistical power artificially. How to test for autocorrelation will vary depending on your analysis software.