What Do Residual Checks Mean? A Comprehensive Guide to Statistical Model Validation
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4 min read
In statistics, a perfect model with zero error is virtually impossible. This is why residual checks are a critical diagnostic tool, quantifying the difference between observed data and the model's predictions to help evaluate model performance and adherence to assumptions.