estimate: Estimate Outcome

In anniejw6/testingtools: Helper functions to run and analyze experiments

Description

Estimate Outcome

Usage

estimate(
  outcome,
  covar,
  treat,
  data,
  sub_var = NULL,
  family = gaussian,
  type = "top",
  verbose = TRUE,
  ...
)

Arguments

outcome	character, outcome column.
covar	character, columns for covariates
treat	character, treatment assignment
data	data frame to use for analysis
sub_var	character, subgroup variable
family	Family for glm
type	'top' or 'sub' based on topline or subgroup.
verbose	Boolean. Should model output be printed?
...	other paramters passed to glm

Value

GLM model object

Examples

data(iris)
iris$treat <- sample(0:1, nrow(iris), replace = TRUE)
mm <- estimate(
  outcome = 'Sepal.Length',
  covar = 'Sepal.Width',
  treat = 'treat', data = iris)

anniejw6/testingtools documentation built on Jan. 26, 2021, 6:41 a.m.