Fig. 1From: Semantic and cognitive tools to aid statistical science: replace confidence and significance by compatibility and surpriseComparison of P-value and S-value scales. Top labels: Data compatibility with test model as measured by P-values. Bottom labels: Information against test model as measured by S-valuesBack to article page