Missing Value estimation software in MATLAB
impute the missing values after determining k by k-values estimator mink=kestimate(set,minexp,fig);
main missing value code
determine k by k-values estimator mink=kestimate(set,minexp,fig);
k value estimator used by impute_llsq_l2.m
determine the imputation on a row averaged matrix
used by impute_llsq_l2.m and impute_llsq_l2_blind.m
imputation without a k estimate (blind imputation)
blind imputation main code
Test gene data for the missing value testing:
test data