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Linear regression I

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Linear regression
Dependent variable / regressand
Independent variable / regressor
Design matrix
Regression coefficient / effect
Error term / noise
Polynomial regression
Total sum of squares / TSS
Explained sum of squares / ESS
Residual sum of squares / RSS
Intercept (has to exist)
Hat matrix
Coefficient of determination / R^2