The hat matrix maps the vector of observed values into a vector of fitted values.
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In statistics, the projection matrix , sometimes also called the influence matrix or hat matrix , maps the vector of response values (dependent variable values) to the vector of fitted value It describes the influence each response value has on each fitted value
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