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For statistical topics which involve the assumption of linearity, for example, linear regression or linear mixed models, or for the discussion of linear algebra as applied to statistics.

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Determine what equation is being modelled with linear regression?

I am performing linear regression using the equation $x^{*}=(A^TA)^{-1}A^Tb$, from: $Ax=b$ → $A^TAx^{*}=A^Tb$ → $(A^TA)^{-1}A^TAx^{*}=(A^TA)^{-1}A^Tb$ → $x^{*}=(A^TA)^{-1}A^Tb$ I am trying to model an …
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