Projection matrix: Difference between revisions

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m v2.04b - Bot T20 CW#61 - Fix errors for CW project (Reference before punctuation)
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As <math>\mathbf{\hat{y}}</math> is usually pronounced "y-hat", the projection matrix <math>\mathbf{P}</math> is also named ''hat matrix'' as it "puts a [[circumflex|hat]] on <math>\mathbf{y}</math>".
 
The element in the ''i''th row and ''j''th column of <math>\mathbf{P}</math> is equal to the [[covariance]] between the ''j''th response value and the ''i''th fitted value, divided by the [[variance]] of the former:<ref>Wood, Simon N. Generalized additive models: an introduction with R. chapman and hall/CRC, 2006.</ref>:
:<math>p_{ij} = \frac{\operatorname{Cov}\left[ \hat{y}_i, y_j \right]}{\operatorname{Var}\left[y_j \right]}</math>