leverage_stats: Leverage statistics

In api2lm: Functions and Data Sets for the Book "A Progressive Introduction to Linear Models"

Leverage statistics

Description

leverage_stats returns the ordered leverage values (decreasing) of model to identify the highest leverage observations.

Usage

leverage_stats(model, n = 6L)

Arguments

model

A fitted model object from the lm function.

n

an integer vector of length up to dim(x) (or 1, for non-dimensioned objects). Values specify the indices to be selected in the corresponding dimension (or along the length) of the object. A positive value of n[i] includes the first/last n[i] indices in that dimension, while a negative value excludes the last/first abs(n[i]), including all remaining indices. NA or non-specified values (when length(n) < length(dim(x))) select all indices in that dimension. Must contain at least one non-missing value.

Value

A vector of statistics

Examples

lmod <- lm(price ~ sqft_living, data = home_sales)
leverage_stats(lmod, n = 4)

api2lm documentation built on July 9, 2023, 5:52 p.m.