Hi,
For exactly what is required I refer to this page:
http://www.fda.gov/cder/guidance/cmc3.pdf
It breaks it down pretty well although it is not exactly all inclusive it does give you an example of what is acceptable.
We usually do three different tests to demonstrate accuracy and precision.
"Injection precision" is done by taking replicate injections from the same vial. This demonstrates that the instrument can perform the test in a repeatable way. Usually the %CV of the response from these injections needs to be less than a specified amount.
"Intermediate precison" is done by having at least two analysts perform three assays in triplicate on the same sample. At least one of the assays must occur on a different day, and if you have multiple systems in your lab it is preferable to use a different system for one of the assays. (Since GLP guidelines indicate that analysis be performed in triplicate this would equal 9 individual sample vials)
Accuracy is demonstrated using "Spike Recovery" This involves aquiring a placebo or blank sample. Extract an amount of blank that would be appropriate if it was at the target concentration, add the analyte in such a way that the concentration can be quantitatively determined. We test at 80% 100% and 120% of target value with three determinations for each concentration level. Run the samples and see what value is determined (actual/theoretical) Your lab needs to specify what recovery range is acceptable.
Hope this helps and I wasn't too long winded
Rick