getCyclopsProfileLogLikelihood: Profile likelihood for Cyclops model parameters

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

Profile likelihood for Cyclops model parameters

Description

getCyclopsProfileLogLikelihood evaluates the profile likelihood at a grid of parameter values.

Usage

getCyclopsProfileLogLikelihood(
  object,
  parm,
  x = NULL,
  bounds = NULL,
  tolerance = 0.001,
  initialGridSize = 10,
  includePenalty = TRUE
)

Arguments

object	Fitted Cyclops model object
parm	Specification of which parameter requires profiling, either a vector of numbers of covariateId names
x	Vector of values of the parameter
bounds	Pair of values to bound adaptive profiling
tolerance	Absolute tolerance allowed for adaptive profiling
initialGridSize	Initial grid size for adaptive profiling
includePenalty	Logical: Include regularized covariate penalty in profile

Value

A data frame containing the profile log likelihood. Returns NULL when the adaptive profiling fails to converge.

Cyclops documentation built on June 22, 2024, 10:24 a.m.