| Name of the Method | Parametric | Non-Parametric | |
|---|---|---|---|
| Univariate | ANOVA [94] | Y | N |
| Fold-change [91] | Y | N | |
| Regression model [92] | Y | N | |
| Regularized t-test [95] | Y | N | |
| Linear Model for Microarray Data(LIMMA) [96] | Y | N | |
| Gene ranking with B-statistics [97] | Y | N | |
| Gamma model [90, 93, 98, 120] | Y | N | |
| Signal to noise ratio [118] | Y | N | |
| Rank-sum [99] | N | Y | |
| Rank product [100] | N | Y | |
| Between-Within class Sum of Squares(BWSS) [101] | N | Y | |
| Relative entropy [102] | N | Y | |
| Threshold number of Misclassification(TnoM) [103] | N | Y | |
| Area Between the Curve and the Rising diagonal(ABCR) [104] | N | Y | |
| Significance Analysis of Microarray [105] | N | Y | |
| Empirical Bayes Analysis(EBA) [106] | N | Y | |
| Mixture Model Method(MMM) [107] | N | Y | |
| Bivariate | Greedy t-test [108] | Y | N |
| All pair t-test [108], | N | Y | |
| Top scoring pairs [109] | N | Y | |
| Uncorrelated Shrunken Centroid (USC) [110] | N | Y | |
| Multivariate | Correlation based Feature Selection(CFS) [111] | N | Y |
| Minimum Redundancy Maximum Relevance(MRMR) [112] | N | Y | |
| Markov Blanket Filter(MBF) [113] | N | Y | |