Check.Assum: Check assumptions for a fitted Stage 1 model

In NormData: Derivation of Regression-Based Normative Data

Check assumptions for a fitted Stage 1 model

Description

Helper function to check the validity of the homoscedasticity and normality assumptions for a fitted Stage 1 model

Usage

Check.Assum(Stage.1.Model)

Arguments

Stage.1.Model

The fitted Stage.1 model.

Details

For details, see Van der Elst (2023).

Value

An object of class Check.Assum with component,

Assume.Homo.S2	Is the homoscedasticity assumption valid?
Assume.Normality.S2	Is the normality assumption valid?

Author(s)

Wim Van der Elst

References

Van der Elst, W. (2024). Regression-based normative data for psychological assessment: A hands-on approach using R. Springer Nature.

See Also

Stage.1

Examples

data("Substitution")
# Fit a model with a linear mean prediction function
Fit <- Stage.1(Dataset = Substitution, Model = LDST~Age)
Check.Assum(Fit)
   # Output shows that the homoscedasticity and normality
   # assumptions are both violated

NormData documentation built on May 29, 2024, 6:23 a.m.