The confidence interval is one of the more tricky statistical concepts. A way of explaining confidence intervals is as the region of possible null hypotheses resulting in corresponding significance tests that are not rejected. Turns out it is not easy to make a corresponding nice explanatory animation either, but that’s what has been tried here:
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