From: Neural networks for modeling gene-gene interactions in association studies
LRM with design variables | |||||||
---|---|---|---|---|---|---|---|
Statistical model (# parameters) | |||||||
Two-locus disease model | Risk scenario | NM (1) | SiA (3) | SiB (3) | ME (5) | FM (9) | ∑ |
ADD | low | 1 | 39 | 60 | 100 | ||
high | 7 | 93 | 100 | ||||
HET | low | 55 | 45 | 100 | |||
high | 10 | 90 | 100 | ||||
MULT | low | 90 | 10 | 100 | |||
high | 88 | 12 | 100 | ||||
EPI RR | low | 6 | 94 | 100 | |||
high | 100 | 100 | |||||
EPI DD | low | 3 | 97 | 100 | |||
high | 100 | 100 | |||||
EPI RD | low | 61 | 19 | 20 | 100 | ||
high | 57 | 14 | 29 | 100 | |||
LRM without design variables | |||||||
Statistical model (# parameters) | |||||||
NM (1) | SiA (2) | SiB (2) | ME (3) | FM (4) | ∑ | ||
ADD | low | 1 | 27 | 72 | 100 | ||
high | 4 | 96 | 100 | ||||
HET | low | 30 | 70 | 100 | |||
high | 6 | 94 | 100 | ||||
MULT | low | 72 | 28 | 100 | |||
high | 54 | 46 | 100 | ||||
EPI RD | low | 7 | 6 | 9 | 3 | 75 | 100 |
high | 100 | 100 | |||||
EPI DD | low | 2 | 98 | 100 | |||
high | 100 | 100 | |||||
EPI RD | low | 60 | 19 | 21 | 100 | ||
high | 38 | 23 | 39 | 100 |