pension: Pension Funds Data

In robustbase: Basic Robust Statistics

Pension Funds Data

Description

The total 1981 premium income of pension funds of Dutch firms, for 18 Professional Branches, from de Wit (1982).

Usage

data(pension, package="robustbase")

Format

A data frame with 18 observations on the following 2 variables.

Income

Premium Income (in millions of guilders)

Reserves

Premium Reserves (in millions of guilders)

Source

P. J. Rousseeuw and A. M. Leroy (1987) Robust Regression and Outlier Detection; Wiley, p.76, table 13.

Examples

data(pension)
plot(pension)

summary(lm.p  <-    lm(Reserves ~., data=pension))
summary(lmR.p <- lmrob(Reserves ~., data=pension))
summary(lts.p <- ltsReg(Reserves ~., data=pension))
abline( lm.p)
abline(lmR.p, col=2)
abline(lts.p, col=2, lty=2)

## MM: "the" solution is much simpler:
plot(pension, log = "xy")
lm.lp  <-    lm(log(Reserves) ~ log(Income), data=pension)
lmR.lp <- lmrob(log(Reserves) ~ log(Income), data=pension)
plot(log(Reserves) ~ log(Income), data=pension)
## no difference between LS and robust:
abline( lm.lp)
abline(lmR.lp, col=2)

robustbase documentation built on Sept. 27, 2024, 5:09 p.m.