Loop for running several models and retrieving outputs
It is hard to tell since you have not told us what 'xxxxxxxxxxxxx' is,
but one way is to create a list of the objects you want to send to
'lm' and then save them in a list as output:
fit.mod <- list()
for (i in seq_along(myModels)){
fit.mod[[i]] <- lm(myModels[[i]]
}
On Mon, Sep 15, 2008 at 4:49 PM, FD <fhduan at gmail.com> wrote:
Hi All:
I need to run a bunch of models one-by-one and retrieve the outputs (like
estimates, p values) accordingly. Some of models may not have outputs due to
singularity or even no observations. If this happens, assign NA to the
outputs.
For example,
#running models
fit.mod <- lm(xxxxxxxxxx) #model 1
fit.mod <- lm(xxxxxxxxxx) #model 2
.........
fit.mod <- lm(xxxxxxxxxx) #model 10
#outputting estimates and p values to a data frame
....
Any suggestions? Thank you very much in advance.
FD
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