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It removes columns with only 0's, merges duplicated\ncolumns and discovers linearly dependent columns and replaces\nthem with linearly independent columns that span the space of\nthe original columns. Columns are renamed to reflect those\nmodifications. This results in a full rank matrix that can be\nused as a design matrix in linear models. The algorithm and\nsome functions are inspired by Kuhn, M. 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