component_list: Methods for inlabru component lists

In inlabru-org/inlabru: Bayesian Latent Gaussian Modelling using INLA and Extensions

Methods for inlabru component lists

Description

Constructor methods for inlabru component lists. Syntax details are given in component().

Usage

component_list(object, lhoods = NULL, .envir = parent.frame(), ...)

## S3 method for class 'formula'
component_list(object, lhoods = NULL, .envir = parent.frame(), ...)

## S3 method for class 'list'
component_list(object, lhoods = NULL, .envir = parent.frame(), ...)

## S3 method for class 'component_list'
c(...)

## S3 method for class 'component'
c(...)

## S3 method for class 'component_list'
x[i]

Arguments

object	The object to operate on
lhoods	A bru_like_list object
.envir	An evaluation environment for non-formula input
...	Parameters passed on to other methods. Also see Details.
x	component_list object from which to extract a sub-list
i	indices specifying elements to extract

Details

• component_list.formula: Convert a component formula into a component_list object

• component_list.list: Combine a list of components and/or component formulas into a component_list object

• c.component_list: The ... arguments should be component_list objects. The environment from the first argument will be applied to the resulting component_list.

• c.component: The ... arguments should be component objects. The environment from the first argument will be applied to the resulting “component_list'.

Author(s)

Fabian E. Bachl [e-mail] and Finn Lindgren [e-mail]

See Also

Other component constructors: component()

Other component constructors: component()

Examples

# As an example, let us create a linear component. Here, the component is
# called "myLinearEffectOfX" while the covariate the component acts on is
# called "x". Note that a list of components is returned because the
# formula may define multiple components

eff <- component_list(~ myLinearEffectOfX(main = x, model = "linear"))
summary(eff[[1]])
# Equivalent shortcuts:
eff <- component_list(~ myLinearEffectOfX(x, model = "linear"))
eff <- component_list(~ myLinearEffectOfX(x))
# Individual component
eff <- component("myLinearEffectOfX", main = x, model = "linear")

inlabru-org/inlabru documentation built on April 25, 2024, 2:43 p.m.