predict.gl1ce question
On 3 Dec 2003 at 16:07, Richard Bonneau wrote:
Could you tell us where you found gl1ec ? Kjetil Halvorsen
Hi, I'm using gl1ce with family=binomial like so:
>yy
succ fail [1,] 76 23 [2,] 32 67 [3,] 56 43 ... [24,] 81 18
>xx
c1219 c643 X1 0.04545455 0.64274145 X2 0.17723669 0.90392792 ... X24 0.80629054 0.12239320
>test.gl1ce <- gl1ce(yy ~ xx, family = binomial(link=logit), bound =
0.5 ) or
>omit <- c(2,3) >test.gl1ce <- gl1ce(yy[-omit,] ~ xx[-omit,], family =
binomial(link=logit), bound = 1 ) this seems to work fine and as i change the shrinkage parameter everything behaves as expected. if i try to get the fitted values (y-hat) using predict i have no problems:
> predict.gl1ce(test.gl1ce)
[1] 0.38129977 0.16513661 0.47666779 0.45348757 0.09916513 0.18167674 [7] 0.11047684 0.15786664 0.14765670 0.40657031 0.19072570 0.80259477 [13] 0.36317090 0.35930557 0.23700520 0.17579282 0.18835043 0.52306049 [19] 0.28388953 0.41262864 0.29933710 0.43556139 0.15276727 0.73017401 *** I have problems, however, when i try to use predict.gl1ce() with newdata. so, the following tries all give errors:
> predict.gl1ce(test.gl1ce, xx, family=binomial(link-logit)) > predict.gl1ce(test.gl1ce, xx) > predict.gl1ce(test.gl1ce, xx[omit,], family=binomial(link-logit))
Error in predict.l1ce(test.gl1ce, xx, family = binomial(link - logit))
:
Argument `newdata' is not a data frame, and cannot be coerced
to an appropriate model matrix
the following weak try also bombs:
> predict.gl1ce(test.gl1ce, data.frame(xx),
family=binomial(link-logit)) Error in eval(expr, envir, enclos) : attempt to apply non-function I've tried quite a few variations. It seems I'm missing something, but if glm or gl1ce take a certain data format then the corresponding predict me,thods should (what am i missing). thanks, Rico Richard Bonneau Institute for Systems Biology Seattle, WA 206-732-1463 206-732-1299 (fax)
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