createParameterizedPrior: Create a Cyclops parameterized prior object

In Cyclops: Cyclic Coordinate Descent for Logistic, Poisson and Survival Analysis

Create a Cyclops parameterized prior object

Description

createParameterizedPrior creates a Cyclops prior object for use with fitCyclopsModel in which arbitrary R functions parameterize the prior location and variance.

Usage

createParameterizedPrior(
  priorType,
  parameterize,
  values,
  useCrossValidation = FALSE,
  forceIntercept = FALSE
)

Arguments

priorType	Character vector: specifies prior distribution. See below for options
parameterize	Function list: parameterizes location and variance
values	Numeric vector: initial parameter values
useCrossValidation	Logical: Perform cross-validation to determine parameters.
forceIntercept	Logical: Force intercept coefficient into prior

Value

A Cyclops prior object of class inheriting from "cyclopsPrior" and "cyclopsFunctionalPrior" for use with fitCyclopsModel.

Cyclops documentation built on Nov. 2, 2023, 6:03 p.m.