partial.residual-class: (Internal) A reference class calculate partial residuals.

In Marchen/partial.plot: Partial dependence plot for statistical/machine learning models.

(Internal) A reference class calculate partial residuals.

Description

(Internal) A reference class calculate partial residuals.

Fields

settings

pp.settings object having settings of the class.

data

a numeric vector having calculated partial residual data.

Methods

calculate.residuals()

Calculate partial residuals.

calculate.residuals.lsmeans()

Calculate partial residuals for lsmeans compatible models.

extend.sequences(sequences)

Return extended 'numeric.sequences' of pp.settings.

get.fit.for.large.data(x, relationship)

Calculate fitted value for a observation.

This function uses approximation using estimated relationship for calculating fitted value.

x

a data.frame of one row representing one observation.

relationship

a data.frame having predicted relationship.

get.fit.for.small.data(x)

Calculate fitted value for a observation.

x

a data.frame of one row representing one observation.

initialize(settings)

Initialize class and calculate residuals.

settings

pp.settings object.

Marchen/partial.plot documentation built on Feb. 13, 2025, 4:18 a.m.