Re:The problem with p-values
by jsprogrammer on Wednesday October 12, 2016 @12:07PM
(#12694083)
Science only asks, "Have I observed something contrary to my theories?" For non-deductive theories, the only real approach is to count the number of times you observed something agreeing with your theories vs. the total number of times you observed something (ie. p-value).
Perhaps this is nice fur Quality Asurance in factories. Where I do repeated measurements and where I want a simple YES or NO.
But science usually asks: "what can I learn from this specific data? I don't do 100 samples and I'm not interested in being "not to far off moist of the time". I want a best estimation based on this specific sample".
NHST does not give that answer. Bayes does.