The matrix trace is the sum of diagonal entries:ConsequentlyThe first diagonal entry is in the original PDF.
Expanding the determinant along the first row givesUnder the matrix trace condition , this simplifies to . A square matrix is invertible exactly when its determinant is nonzero. Thus
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