model_fit: Model fit for cbenefit
In tbalan/cbenefit: Cross Validated C-Index and C-Index for Benefit

Description Usage Arguments Details Value See Also Examples

Model fit for cbenefit

1	model_fit(formula, data, model, ...)

`formula`	A formula to be evaluated for the model
`data`	A data frame or the name of the data frame where the formula may be evaluated
`model`	One of "coxph" for a Cox model or "glm" for logistic regression
`...`	Further argumnets that are passed on to 'glm' or 'coxph'

The function does not spend time checking its input. In particular, the function has only been tested with complete case data frames, and where the treatment is coded as 0 (control) and 1 (treated).

A model fit of type coxph or glm

model_fit_glmnet

model_fit(Surv(time, status) ~  treat + x1 + x2 + x3 + x4 + x5 + x6 + x7 + x8,
dat_toy, model = "coxph")

model_fit(status ~ treat +  x1 + x2 + x3 + x4 + x5 + x6 + x7 + x8,
          dat_toy, model = "glm")