newEARL: Complete an EARL Analysis

Description Usage Arguments Value

Description

Complete an EARL Analysis

Usage

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.newEARL(
  moPropen,
  moMain,
  moCont,
  data,
  response,
  txName,
  lambdas,
  cvFolds,
  surrogate,
  iter,
  guess,
  kernel,
  fSet,
  suppress,
  ...
)

Arguments

moPropen

modelObj for propensity modeling

moMain

modelObj for main effects of outcome model

moCont

modelObj for contrasts of outcome model

data

data.frame of covariates

response

Vector of responses

txName

Tx variable column header in data

lambdas

Tuning parameter(s)

cvFolds

Number of cross-validation folds

surrogate

Surrogate object

iter

Maximum iterations for outcome regression

guess

optional numeric vector providing starting values for optimization methods

kernel

Kernel object or SubsetList

fSet

NULL or function defining subset rules

suppress

T/F indicating if prints to screen are executed

...

Additional inputs for optimization

txVec

Tx vector recast as +/- 1

Value

An EARL object


DynTxRegime documentation built on Nov. 10, 2020, 1:08 a.m.