For a square matrix of manageable order, expansion along a specified column expresses its determinant as the sum of each entry in that column multiplied by its cofactor: the signed determinant of the smaller matrix formed by deleting that entry’s row and its column. The alternating cofactor signs depend on the entry’s position, not its value; the focus is numerical determinant evaluation rather than arbitrary-order theory or abstract generalizations.
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To expand a determinant along a column, use each entry in that column together with the determinant of the smaller matrix left after deleting that entry’s row and its column. The cofactor signs alternate; for a matrix, the signs in the second column are .
For example, expand along the second column:
For each entry in the second column, delete its row and the second column to get its minor:
The signs come from the entries’ positions, not from whether the entries themselves are positive or negative.
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