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Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations

Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations

Misinterpretation and abuse of statistical tests, confidence intervals, and statistical power have been decried for decades, yet remain rampant. A key problem is that there are no interpretations of these concepts that are at once simple, intuitive, correct, and foolproof. Instead, correct use and interpretation of these statistics requires an …