DynTxRegime (version 4.15)

LearningObject-methods: Methods Available for Objects of Class LearningObject

Description

Methods Available for Objects of Class LearningObject

Create LearningObject

Usage

# S4 method for LearningObject
.subsetObject(methodObject, subset)
# S4 method for numeric,LearningObject,Kernel
.objFn(par, methodObject, kernel, lambda, ...)
# S4 method for numeric,LearningObject,Kernel
.dobjFn(par, methodObject, kernel, lambda, ...)
# S4 method for LearningObject
.valueFunc(methodObject, optTx, ...)
.createLearningObject(
  kernel,
  surrogate,
  mu,
  txVec,
  response,
  prWgt,
  guess = NULL,
  ...
)

Value

A LearningObject object

Arguments

kernel

Kernel object

surrogate

Surrogate object indicating surrogate loss-function

mu

Matrix of predicted outcome on binary tx coding

txVec

Tx vector coded as -1/1

response

vector of response

prWgt

propensity wgt for tx received

guess

Vector of estimated regime parameters