create_basis: Creates an m_estimation_basis object

In geex: An API for M-Estimation

Creates an m_estimation_basis object

Description

Creates an m_estimation_basis object

Usage

create_basis(estFUN, data, units, outer_args, inner_args)

Arguments

estFUN	a function that takes in group-level data and returns a function that takes parameters as its first argument
data	a data.frame
units	an optional character string identifying the grouping variable in data
outer_args	a list of arguments passed to the outer (data) function of estFUN. (optional)
inner_args	a list of arguments passed to the inner (theta) function of estFUN. (optional)

Details

Either data or split_data must be provided

Value

a m_estimation_basis

Examples

myee <- function(data){
   function(theta){
    c(data$Y1 - theta[1],
     (data$Y1 - theta[1])^2 - theta[2])
   }
 }
mybasis <- create_basis(
   estFUN = myee,
   data   = geexex)

geex documentation built on Aug. 8, 2022, 5:05 p.m.