View source: R/CreateArgFunctions.R
createFitSccsModelArgs | R Documentation |
Create a parameter object for the function fitSccsModel
createFitSccsModelArgs(
prior = createPrior("laplace", useCrossValidation = TRUE),
control = createControl(cvType = "auto", selectorType = "byPid", startingVariance =
0.1, seed = 1, resetCoefficients = TRUE, noiseLevel = "quiet"),
profileGrid = NULL,
profileBounds = c(log(0.1), log(10))
)
prior |
The prior used to fit the model. See Cyclops::createPrior for details. |
control |
The control object used to control the cross-validation used to determine the hyperparameters of the prior (if applicable). See Cyclops::createControl for details. |
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. |
Create an object defining the parameter values.
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