Model Perspective

Dec 19, 2023 · Fundamentals

Why Hospital Survival Rates Can Mislead: Unveiling Simpson’s Paradox

Simpson’s Paradox shows how aggregated data can suggest one trend while each subgroup reveals the opposite, illustrated with hospital survival rates where overall A appears better than B, yet detailed analysis by severity flips the conclusion, highlighting the need to consider background variables in statistical interpretation.