Create era covariate settings

Create era covariate settings

createEraCovariateSettings(
  includeEraIds = NULL,
  excludeEraIds = NULL,
  label = "Covariates",
  stratifyById = FALSE,
  start = 0,
  startAnchor = "era start",
  end = 0,
  endAnchor = "era end",
  firstOccurrenceOnly = FALSE,
  allowRegularization = FALSE,
  profileLikelihood = FALSE,
  exposureOfInterest = FALSE
)

Arguments

includeEraIds

One or more IDs of variables in the SccsData object that should be used to construct this covariate. If no IDs are specified, all variables will be used.

excludeEraIds

One or more IDs of variables in the [SccsData] object that should not be used to construct this covariate.

label

A label used to identify the covariates created using these settings.

stratifyById

Should a single covariate be created for every ID in the SccsData object, or should a single covariate be constructed? For example, if the IDs identify exposures to different drugs, should a covariate be constructed for every drug, or a single covariate for exposure to any of these drugs. Note that overlap will be considered a single exposure.

start

The start of the risk window (in days) relative to the startAnchor.

startAnchor

The anchor point for the start of the risk window. Can be "era start" or "era end".

end

The end of the risk window (in days) relative to the endAnchor.

endAnchor

The anchor point for the end of the risk window. Can be "era start" or "era end".

firstOccurrenceOnly

Should only the first occurrence of the exposure be used?

allowRegularization

When fitting the model, should the covariates defined here be allowed to be regularized?

profileLikelihood

When fitting the model, should the likelihood profile be computed for the covariate defined here? The likelihood profile can be used to avoid making normal approximations on the likelihood and can be used in methods specifically designed to make use of the profile, but may take a while to compute.

exposureOfInterest

If TRUE, the fitted coefficient for this variable will be reported when using runSccsAnalyses(). Requires includeEraIds to be a exposure reference ID as defined in createExposure().

Value

An object of type EraCovariateSettings.

Details

Create an object specifying how to create a (set of) era-based covariates.