Question:
I have a dataset to do the logistic regression of the dependent variable childbirth which is binary qualitative.
With the command below I obtain the multivariate logistic model in the R program:
GLM.1 <- glm(parto ~ trabalho + financiamento + consulta, family=binomial(logit), data=Dataset)
The independent variables of this model are also binary qualitative.
I would like to know which R command should I use to get the Hosmer-Lemeshow test to check if this model fits.
If it is necessary to use a specific R package for this, I would like to know what this package would be and which function to use.
Answer:
With a quick search on Stack Overflow in English and with R
's own RSiteSearch
command I found 2 functions for such a test. hoslem.test
from the ResourceSelection
package and logitgof
from the generalhoslem
package