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Vector Spaces & Matrix Theory question bank (Linear Algebra & Real Analysis)

Practice 1 free Engineer & Medical Linear Algebra & Real Analysis - Vector Spaces & Matrix Theory questions with answers and step-by-step solutions.

Q1.
Let A be an n x n real symmetric matrix. Which of the following statements is always guaranteed by the Spectral Theorem?

(A)
All eigenvalues of A are real and eigenvectors corresponding to distinct eigenvalues are orthogonal
(B)
All eigenvalues of A are strictly positive
(C)
Matrix A cannot be diagonalized
(D)
The trace of A is zero
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