Overall Model F-Test vs. Partial Extra Sum of Squares Tests

Develop principled tests of regression predictor blocks and general linear restrictions. Prerequisites: multiple regression, residual mean square, t and F distributions. Calculate overall and partial F statistics, restriction ranks, contrast tests and partial explained variation. Distinguish joint from individual evidence, assess assumptions and interpret practical magnitude alongside significance.

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