createrwl function

Create method object for Residual Weighted Learning

Create method object for Residual Weighted Learning

Create method object for Residual Weighted Learning

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

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

Arguments

• kernel: Kernel object
• txVec: Vector of tx coded as -1/1
• response: Vector of responses
• prWgt: Vector of propensity for tx received
• surrogate: Surrogate object indicating surrogate loss-function
• guess: Vector of estimated regime parameters
• mu: Matrix of outcome regression

Returns

An .rwl object

An .rwl object