LearningObject-methods function

Methods Available for Objects of Class LearningObject

Methods Available for Objects of Class LearningObject

Create LearningObject

## S4 method for signature 'LearningObject'
.subsetObject(methodObject, subset)

## S4 method for signature 'numeric,LearningObject,Kernel'
.objFn(par, methodObject, kernel, lambda, ...)

## S4 method for signature 'numeric,LearningObject,Kernel'
.dobjFn(par, methodObject, kernel, lambda, ...)

## S4 method for signature 'LearningObject'
.valueFunc(methodObject, optTx, ...)

.createLearningObject(
  kernel,
  surrogate,
  mu,
  txVec,
  response,
  prWgt,
  guess = NULL,
  ...
)

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

Returns

A LearningObject object