There may be a temptation to think the p of 0.817 represents very strong evidence for the null; it is “very non-significant.” In fact, a p -value per se does not provide evidence for the null, no matter “how non-significant” it is ( Fisher, 1935 ; Royall, 1997 ).
1
—
—