longley
Longley's Economic Regression Data
A macroeconomic data set which provides a well-known example for a highly collinear regression.
- Keywords
- datasets
Usage
longley
Format
A data frame with 7 economical variables, observed yearly from 1947 to 1962 ($n=16$).
GNP.deflator
- GNP implicit price deflator ($1954=100$)
GNP
- Gross National Product.
Unemployed
- number of unemployed.
Armed.Forces
- number of people in the armed forces.
Population
- noninstitutionalized population $\ge$ 14 years of age.
Year
- the year (time).
Employed
- number of people employed.
lm(Employed ~ .)
is known to be highly
collinear.
Source
J. W. Longley (1967) An appraisal of least-squares programs from the point of view of the user. Journal of the American Statistical Association 62, 819--841.
References
Becker, R. A., Chambers, J. M. and Wilks, A. R. (1988) The New S Language. Wadsworth & Brooks/Cole.
Examples
library(datasets)
require(stats); require(graphics)
## give the data set in the form it is used in S-PLUS:
longley.x <- data.matrix(longley[, 1:6])
longley.y <- longley[, "Employed"]
pairs(longley, main = "longley data")
summary(fm1 <- lm(Employed ~ ., data = longley))
opar <- par(mfrow = c(2, 2), oma = c(0, 0, 1.1, 0),
mar = c(4.1, 4.1, 2.1, 1.1))
plot(fm1)
par(opar)
Community examples
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