testadd: Test addition of edge to graphical model

In hojsgaard/gRim: Graphical Interaction Models

Test addition of edge to graphical model

Description

Performs a test of addition of an edge to a graphical model (an iModel object).

Usage

testadd(object, edge, k = 2, details = 1, ...)

Arguments

object	A model; an object of class iModel.
edge	An edge; either as a vector or as a right hand sided formula.
k	Penalty parameter used when calculating change in AIC
details	The amount of details to be printed; 0 surpresses all information
...	Further arguments to be passed on to the underlying functions for testing.

Details

Let M0 be the model and e=u,v be an edge and let M1 be the model obtained by adding e to M0. If M1 is decomposable AND e is contained in one clique C only of M1 then the test is carried out in the C-marginal model. In this case, and if the model is a log-linear model then the degrees of freedom is adjusted for sparsity.

Value

A list

Author(s)

Søren Højsgaard, [e-mail]

See Also

testdelete

Examples

## Discrete models
data(reinis)

## A decomposable model
mf <- ~smoke:phys:mental + smoke:systol:mental
object <- dmod(mf, data=reinis)
testadd(object, c("systol", "phys"))

## A non-decomposable model
mf <- ~smoke:phys + phys:mental + smoke:systol + systol:mental
object <- dmod(mf, data=reinis)
testadd(object, c("phys", "systol"))

## Continuous models
data(math)

## A decomposable model
mf <- ~me:ve:al + al:an
object <- cmod(mf, data=math)
testadd(object, c("me", "an"))

## A non-decomposable model
mf <- ~me:ve + ve:al + al:an + an:me
object <- cmod(mf, data=math)
testadd(object, c("me", "al"))

hojsgaard/gRim documentation built on May 1, 2024, 2:13 p.m.