@nickchk if you flip a  6x and get heads each time, the prob of this given fair is 0.015, but that's a reasonable thing to happen with a  over time. getting 3/6 heads would give a p of .31, .025 is &lt;&lt; .31, but the diff only matters relative to alpha that you chose!