Table 4 Data A125, A250, and A500. Selected functions from MFP models with all data (“all”) and after removal of IPs identified from the univariable (“IPAu”) and multivariable (“IPAm”) diagnostic analyses. The number of IPs identified in each respective analysis is shown in parentheses next to the name of the data
Type | Variable | Data A125 (3, 0) | Data A250 (5, 5) | Data A500 (6, 1) | True model | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
All | IPAu | IPAm | All | IPAu | IPAm | All | IPAu | IPAm | |||
Cont. | x1 | Out | = | = | 1 | = | = | 0.5, 1 | = | = | 0.5, 1 |
x3 | Out | 1 | Out | 1 | = | = | 1 | = | = | 1 | |
x5 | 0 | −0.5 | 0 | 0, 3 | −0.5 | 0 | 0, 3 | −1, 0 | 0 | −0.2 | |
x6 | 0 | = | = | 0 | = | = | 0 | = | = | 0 | |
x7 | Out | = | = | Out | = | = | Out | = | = | Out | |
x10 | Out | = | = | 1 | = | 3 | 1 | = | = | 1 | |
Cat. | x9a | Out | = | = | Out | = | = | Out | = | = | Out |
X9b | Out | Out | = | = | In | = | Out | Out | |||
Bi. | x2 | Out | = | = | Out | = | = | Out | = | = | Out |
x4a | Out | = | = | In | = | = | In | = | = | In | |
x4b | Out | = | = | Out | = | = | Out | = | In | Out | |
x8 | In | = | = | In | = | = | In | = | = | In | |