Table 1.
Statistical analyses involved in the seven different methods for calculating gene expression.
Methods | Background Correction | Normalization | Core Statistical Analysis | References |
AD | None | Invariant Set | Average difference | Affymetrix [2] |
MAS5.0 | Spatial effect and MM subtracted | Constant | Robust average (Tukey bi-weight) | Affymetrix [2] |
MBEI (PM only) | None | Invariant Set | Multiplicative model | Li and Wong [5] |
MBEI (PM-MM) | MM intensities are subtracted | Invariant Set | Multiplicative model | Li and Wong [5] |
RMA | Global correction | Quantile | Robust linear model (median polish) | Irizarry et al. [4] |
PDNN | Model is fitted accounting for background and specific signal | Quantile | Specific and non-specific binding effects are estimated using free energy model | Zhang et al. [7] |
GCRMA | Based on probe sequence | Quantile | Robust linear model (median polish) | Wu et al. [8] |