## Math Problem Statement

## Solution

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## Math Problem Analysis

### Mathematical Concepts

Regression analysis

Residuals

Least squares method

### Formulas

Sum of squared residuals = Σ(residuals)^2

### Theorems

Least squares criterion

### Suitable Grade Level

Undergraduate (Statistics or Data Science)

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