• May 9, 2026 flaws and fallacies in statistical thinking d Fallacies to Recognize 1. Overfitting Models Overfitting occurs when a model captures noise instead of the underlying pattern, leading to poor predictive performance on new data. Signs: Extremely complex models with many paramet BY Rex Lakin