DynTxRegime (version 4.15)

newBOWLStep: Create a BOWL Object

Description

Create a BOWL Object

Usage

.newBOWLStep(
  moPropen,
  fSet,
  data,
  response,
  txName,
  lambdas,
  cvFolds,
  kernel,
  surrogate,
  suppress,
  guess,
  prodPi,
  index,
  ...
)

Value

BOWLBasic object

Arguments

moPropen

model object for propensity

fSet

function specifying subsets or NULL

data

data.frame of covariates and tx

response

vector of responses

txName

character indicating tx column in data

lambdas

vector of tuning parameters

cvFolds

number of cross-validation folds or NULL

kernel

Kernel object

surrogate

Surrogate object

guess

vector of starting value for regime parameterse

prodPi

vector of previous step propensity weights

index

vector indicating previous compliance with regime

...

additional inputs sent to optimization method