Table 2 Coefficient estimates of selected informative genes for p = 55 and n = 100. The mean and the standard deviation (SD) of the coefficient estimates for selected informative genes were calculated from 100 runs.

Scenario

β

1

β₁ = 5

${\beta }_1^{(1)}=\frac{5}{\sqrt{10}}$

β₂ = -5

${\beta }_1^{(2)}=\frac{-5}{\sqrt{10}}$

2

β₁ = 5

${\beta }_1^{(1)}=\frac{5}{\sqrt{10}}$

β₂ = 3

${\beta }_1^{(2)}=\frac{3}{\sqrt{10}}$

3

β₁ = 5

${\beta }_1^{(1)}=\frac{5}{\sqrt{10}}$

${\beta }_8^{(1)}=\frac{-5}{\sqrt{10}}$

β₂ = 3

${\beta }_1^{(2)}=\frac{3}{\sqrt{10}}$

${\beta }_8^{(2)}=\frac{-3}{\sqrt{10}}$

4

β₁ = 5

${\beta }_1^{(1)}=\frac{5}{\sqrt{10}}$

${\beta }_7^{(1)}=\frac{-5}{\sqrt{10}}$

β₂ = -3

${\beta }_1^{(2)}=\frac{-3}{\sqrt{10}}$

${\beta }_7^{(2)}=\frac{3}{\sqrt{10}}$