Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Expectation of Quadratic Forms
Multivariate Statistics

Formulas

E[y' A y] = tr(A V) + μ' A μ
Var[y] = V

Theorems

Expectation of Quadratic Forms

Suitable Grade Level

Graduate level (or advanced undergraduate in probability and linear algebra)