X.residuals: Residuals from the regression of each column of a data.frame...

In HH: Statistical Analysis and Data Display: Heiberger and Holland

Residuals from the regression of each column of a data.frame against all the other columns.

Description

Calculate the residuals from the regression of each column of a data.frame against all the other columns.

Usage

X.residuals(x, ...)

## Default S3 method:
X.residuals(x, y.name, na.action = na.exclude, ...) ## x is a data.frame

## S3 method for class 'formula'
X.residuals(x, data, na.action = na.exclude, ...)   ## x is a formula

## S3 method for class 'lm'
X.residuals(x, na.action = na.exclude, ...)  ## x is a "lm" object computed with x=TRUE

Arguments

x	data.frame, or formula, or lm object computed with x=TRUE.
na.action	See na.action.
...	additional arguments.
y.name	Name of Y-variable to be excluded from the computations.
data	A data frame in which the variables specified in the formula will be found. If missing, the variables are searched for in the standard way.

Value

Data.frame of residuals, one column from each regression.

Author(s)

Richard M. Heiberger <[e-mail]>

References

Heiberger, Richard M. and Holland, Burt (2015). Statistical Analysis and Data Display: An Intermediate Course with Examples in R. Second Edition. Springer-Verlag, New York. https://link.springer.com/book/10.1007/978-1-4939-2122-5

See Also

lm, vif, case.lm.

Examples

data(usair)
usair$lnSO2 <- log(usair$SO2)
usair$lnmfg <- log(usair$mfgfirms)
usair$lnpopn <- log(usair$popn)

usair.lm <- lm(lnSO2 ~ temp + lnmfg + wind + precip, data=usair)

X.residuals(usair.lm)

X.residuals(lnSO2 ~ temp + lnmfg + wind + precip, data=usair)

X.residuals(usair)

X.residuals(usair, y.name="lnSO2")

HH documentation built on May 29, 2024, 6:24 a.m.