grpl.model-class {grplasso} | R Documentation |
Class "grpl.model": Group Lasso Models
Description
Objects of class "grpl.model" define link function, negative log-likelihood and corresponding gradient and Hessian for the model to be used in a group lasso problem.
Objects from the Class
Objects can be created by calls of the form grpl.model(...)
Slots
invlink
a function with arguments
eta
implementing the inverse link function.link
a function with arguments
mu
implementing the link function.nloglik
a function with arguments
y
,mu
andweights
implementing the negative log-likelihood function.ngradient
a function with arguments
x
,y
,mu
andweights
implementing the negative gradient of the log-likelihood function.nhessian
a function with arguments
x
,mu
andweights
implementing the negative hessian of the log-likelihood function.check
a function with argument
y
to check whether the response has the correct format.name
a character name
comment
a character comment
Methods
- show
object
Examples
LogReg()