I'd thought it was inscrutable mathematical voodoo, so never bothered reading further, but it amounts to determining the value of a particular piece of evidence by taking into account both false positives and false negatives. Simple but powerful.
The Whole World Burns is the rephrase miniblog, containing links and other miscellaneous trifles.