Intern
Why can't the average be used to calculate discounts in skewed LTV distribution?
sobes.tech AI
Answer from AI
The mean is sensitive to outliers and skewed distributions. In the case of LTV (Lifetime Value) with a skewed distribution, where there are a few very large values, the mean will be inflated and not reflect the typical user behavior.
Therefore, it is better to use the median or other outlier-resistant metrics for calculating discounts, so that the discount is fair and reflects the actual value of most customers.