naive {bonsaiforest}

Naive Model Estimation

Description

Function to fit the naive models to the data of each one of the subgroups.

Usage

naive(
  resp,
  trt,
  subgr,
  data,
  resptype = c("survival", "binary"),
  status = NULL
)

Arguments

resp

(string)
the response variable name.

trt

(string)
the treatment variable name. The treatment variable must be a factor with 2 levels where the first level is the control and the second one the treatment.

subgr

(character)
vector with the name of the subgrouping variables. These variables have to be factor variables with the subgroups as levels.

data

(⁠data frame⁠)
the data frame with the variables.

resptype

(string)
the type of data used. Can be "survival" or "binary".

status

(string)
only for "survival" resptype, the status variable name in survival data.

Value

List with fit, estimates, model, resptype, data.

Examples

naive("tt_pfs", "arm", c("x_1", "x_2"), example_data, "survival", "ev_pfs")