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"Linear" Problems


Linear problems include any statistical problem that can be written in the form:

y vector = x beta vector + e vector

where


 y vector is an nx1 vector of observations


x is an nxp matrix of known values


beta vector is a px1 vector of unknown parameters


epsilon vector is an nx1 vector of random errors