olsrr (version 0.5.1)

ols_plot_resid_stud: Studentized residual plot

Description

Graph for identifying outliers.

Usage

ols_plot_resid_stud(model)

Arguments

model

An object of class lm.

Value

ols_plot_resid_stud returns a list containing the following components:

outliers

a tibble with observation number and studentized residuals that exceed threshold

for classifying an observation as an outlier

threshold

threshold for classifying an observation as an outlier

Deprecated Function

ols_srsd_plot() has been deprecated. Instead use ols_plot_resid_stud().

Details

Studentized deleted residuals (or externally studentized residuals) is the deleted residual divided by its estimated standard deviation. Studentized residuals are going to be more effective for detecting outlying Y observations than standardized residuals. If an observation has an externally studentized residual that is larger than 3 (in absolute value) we can call it an outlier.

See Also

[ols_plot_resid_stand()]

Examples

# NOT RUN {
model <- lm(mpg ~ disp + hp + wt, data = mtcars)
ols_plot_resid_stud(model)

# }