Log-Paradox: Necessary and sufficient conditions for confounding statistically significant pattern reversal under the log-transform

Ben Cardoen, Hanene Ben Yedder, Sieun Lee +2

The log-transform is a common tool in statistical analysis, reducing the impact of extreme values, compressing the range of reported values for improved visualization, enabling the…