Each plane rotation satisfies . Hence is an orthogonal matrix and is an upper triangular matrix. Multiplication by gives the QR decompositionThe zero-pair cases already handled make this construction valid for every real matrix, including rank-deficient matrices. Orthogonality follows from the product identity, not from any invertibility assumption on .
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