Create a parameter object for the function fitCaseControlModel

Create a parameter object for the function fitCaseControlModel

createFitCaseControlModelArgs(
  useCovariates = FALSE,
  excludeCovariateIds = c(),
  includeCovariateIds = c(),
  profileGrid = NULL,
  profileBounds = c(log(0.1), log(10)),
  prior = createPrior("laplace", useCrossValidation = TRUE),
  control = createControl(cvType = "auto", startingVariance = 0.01, tolerance = 2e-07,
    cvRepetitions = 10, selectorType = "byPid", noiseLevel = "quiet")
)

Arguments

useCovariates

Whether to use the covariates in the caseControlsExposure.

excludeCovariateIds

Exclude these covariates from the model.

includeCovariateIds

Include only these covariates in the model.

profileGrid

A one-dimensional grid of points on the log(relative risk) scale where the likelihood for coefficient of variables is sampled. See details.

profileBounds

The bounds (on the log relative risk scale) for the adaptive sampling of the likelihood function.

prior

The prior used to fit the model. See createPrior for details.

control

The control object used to control the cross-validation used to determine the hyperparameters of the prior (if applicable). See createControl for details.

Details

Create an object defining the parameter values.