Table 5.
Statistical power comparisons of trend tests on four doses (0,0.5,1.0 and 2.0) and n = 50 per group based on 2000 simulated data sets, where CA: Cochran-Armitage trend test, Logit: Dinse-Lagakos logistic regression score test, Poly-k: survival adjusted test by Bailer and Portier (1988); β1 is effect of dose on tumor incidence or mortality due to tumor; β2 is effect of dose on mortality due to competing risk or non-tumor related death (for common tumor).
| Poly-k | ||||||||
|---|---|---|---|---|---|---|---|---|
| Tumor | η 1 | (β1,β2) | CA | logrank | logit | k = 1.5 | k = 3 | k = 6 |
| Cause of death | 1.5 | (0.4,0.0) | .749 | .791 | .366 | .657 | .522 | .282 |
| (0.7,0.0) | .998 | 1.00 | .768 | .995 | .985 | .862 | ||
| (0.4,0.7) | .221 | .695 | .242 | .457 | .638 | .734 | ||
| (0.7,0.7) | .896 | .997 | .052 | .975 | .988 | .975 | ||
| 3.0 | (0.4,0.0) | .671 | .795 | .478 | .617 | .505 | .275 | |
| (0.7,0.0) | .992 | .999 | .889 | .988 | .978 | .863 | ||
| (0.4,0.7) | .051 | .600 | .256 | .087 | .200 | .314 | ||
| (0.7,0.7) | .356 | .984 | .047 | .641 | .792 | .816 | ||
| 6.0 | (0.4,0.0) | .486 | .754 | .544 | .452 | .394 | .234 | |
| (0.7,0.0) | .900 | .999 | .929 | .903 | .881 | .736 | ||
| (0.4,0.7) | .405 | .440 | .185 | .099 | .020 | .017 | ||
| (0.7,0.7) | .089 | 1.00 | .085 | .024 | .040 | .051 | ||
| Tumor | Poly-k | |||||||
| Incidental | η 1 | (β1,β2) | CA | logrank | logit | k = 1.5 | k = 3 | k = 6 |
| 1.5 | (0.4,0.0) | .749 | .512 | .756 | .641 | .487 | .188 | |
| (0.7,0.0) | .998 | .913 | .999 | .995 | .979 | .739 | ||
| (0.4,0.7) | .221 | .999 | .611 | .446 | .605 | .609 | ||
| (0.7,0.7) | .896 | 1.00 | .986 | .972 | .983 | .931 | ||
| 3.0 | (0.4,0.0) | .671 | .464 | .743 | .586 | .436 | .137 | |
| (0.7,0.0) | .992 | .865 | .998 | .987 | .958 | .639 | ||
| (0.4,0.7) | .051 | .999 | .534 | .080 | .173 | .208 | ||
| (0.7,0.7) | .356 | 1.00 | .958 | .621 | .732 | .630 | ||
| 6.0 | (0.4,0.0) | .486 | .353 | .645 | .410 | .268 | .044 | |
| (0.7,0.0) | .896 | .671 | .984 | .878 | .776 | .280 | ||
| (0.4,0.7) | .401 | .980 | .376 | .090 | .013 | .005 | ||
| (0.7,0.7) | .089 | .917 | .044 | .027 | .070 | .165 | ||