The Likelihood Function is Not 'Probability'—The Fundamental Dilemma of Statistical Estimation That Can Distort Medical Diagnosis by a Factor of 1000

A doctor looks at a patient's test results and immediately decides that there is a high probability of cancer. An AI looks at ...