Understanding rsquared: A single point simplification - PowerPoint PPT Presentation

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Understanding rsquared: A single point simplification

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Buckingham Browne & Nichols School. Cambridge, MA. al_coons_at_bbns.org ... r2 = proportion of variability accounted for by the given model (w.r.t the mean model) ... – PowerPoint PPT presentation

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Title: Understanding rsquared: A single point simplification


1
Understanding r-squared A single point
simplification
Al Coons Buckingham Browne Nichols
School Cambridge, MA al_coons_at_bbns.org
2
y
Error w.r.t. mean model
Error eliminated by y-hat model
Proportion of error eliminated by Y-hat model
Error eliminated by y-hat model

Error w.r.t. mean model
r2 proportion of variability accounted for by
the given model (w.r.t the mean model).
3
y
Error w.r.t. mean model
Error eliminated by y-hat model
Proportion of error eliminated by Y-hat model
Error eliminated by y-hat model

Error w.r.t. mean model

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