David Salsburg's book, The Lady Tasting Tea, is an entertaining series of vignettes about the individuals who devised these methods and the questions they asked.
"There were loads of reasons. You get that much time to think about every single thing, down to the tea lady. You think about what might happen, what might not. Where you could be, where not.