(See Steps) [Best Affine Predictor] Solve the following prediction (stochastic optimization) problem: a,bmin E[ (Y-aX-b)^2 ] Hint: Expand the expression
Question: [Best Affine Predictor] Solve the following prediction (stochastic optimization) problem:
\(\underset{a,b}{\mathop{\min }}\,E\left[ {{\left( Y-aX-b \right)}^{2}} \right]\)
Hint: Expand the expression and write it as a function of a and b. How do you minimize a function of two variables?
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