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Statistical Illusions
Entry #0436
Why a p-value is not a probability that you are right
The p-value measures how surprising the data would be if the null hypothesis were true. It says nothing about the probability that the hypothesis itself is true.
Novice
The hidden part
#0436
A p-value tells you how surprising the data is. It does not tell you how true the hypothesis is.