Missing Data Imputation for Gene Expression Arrays : An Algebraic Approach

Abstract : We introduce an algebraic framework for missing data imputation through Fixed Rank Approximation Algorithm(FRAA). Preliminary test indicates that FRAA is Robust and might be a feasible alternative in cases when the number of columns are small in Genome - Wide Matrix.