PFIM (version 5.0)

StatisticalModel-class: Class "StatisticalModel"

Description

Class StatisticalModel represents a statistical model.

Mathematical description of the statistical model

-

$$y = f(x, \theta) + g*\epsilon$$, this part is considered in class Response

-

$$f(x, \theta)$$, this part is considered in class Response

-

$$\theta={(\mu, \omega)}$$, this part is considered in class ModelParameter

-

$$\epsilon$$, this is a slot of the object NormalDistribution with mean = 0 and covariate_matrix = I

Objects from the class

StatisticalModel objects are typically created by calls to StatisticalModel and contain the following slots:

Slots for <code>StatisticalModel</code> objects

modelEquations:

An object from the class ModelEquations

responses:

A list of objects of type Responses -> f(x, theta)

correlations:

A list giving all the covariables.

model_parameters:

A list giving all the parameters of the models.