FLXdist-class: Class "FLXdist"

In flexmix: Flexible Mixture Modeling

Class "FLXdist"

Description

Objects of class FLXdist represent unfitted finite mixture models.

Usage

## S4 method for signature 'FLXdist'
parameters(object, component = NULL, model = NULL, which = c("model",
    "concomitant"), simplify = TRUE, drop = TRUE)
## S4 method for signature 'FLXdist'
predict(object, newdata = list(), aggregate = FALSE, ...)

Arguments

object	An object of class "FLXdist".
component	Number of component(s), if NULL all components are returned.
model	Number of model(s), if NULL all models are returned.
which	Specifies if the parameters of the component specific model or the concomitant variable model are returned.
simplify	Logical, if TRUE the returned values are simplified to a vector or matrix if possible.
drop	Logical, if TRUE the function tries to simplify the return object by omitting lists of length one.
newdata	Dataframe containing new data.
aggregate	Logical, if TRUE then the predicted values for each model aggregated over the components are returned.
...	Passed to the method of the model class.

Slots

model

List of FLXM objects.

prior

Numeric vector with prior probabilities of clusters.

components

List describing the components using FLXcomponent objects.

concomitant:

Object of class "FLXP".

formula

Object of class "formula".

call

The function call used to create the object.

k

Number of clusters.

Accessor Functions

The following functions should be used for accessing the corresponding slots:

parameters:

The parameters for each model and component, return value depends on the model.

prior:

Numeric vector of prior class probabilities/component weights

Author(s)

Friedrich Leisch and Bettina Gruen

See Also

FLXdist

flexmix documentation built on March 31, 2023, 8:36 p.m.