A set of vectors is linearly independent if and only if the matrix of column vectors in reduced row-echelon form has every column as a pivot column.

Created almost 9 years ago, updated about 8 hours ago

A matrix's columns are independent iff every column is a pivot column in its reduced row-echelon form. A nonpivot column corresponds to a free variable and hence a nonzero null vector. The pivots are read from the reduced matrix, while the independence statement concerns the original columns.

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