R Dataset / Package robustbase / pension

Documentation

On this Picostat.com statistics page, you will find information about the pension data set which pertains to Pension Funds Data. The pension data set is found in the robustbase R package. You can load the pension data set in R by issuing the following command at the console data("pension"). This will load the data into a variable called pension. If R says the pension data set is not found, you can try installing the package by issuing this command install.packages("robustbase") and then attempt to reload the data. If you need to download R, you can go to the R project website. You can download a CSV (comma separated values) version of the pension R data set. The size of this file is about 10,155 bytes.


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)

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)
--

Dataset imported from https://www.r-project.org.

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Attachment Size
dataset-76087.csv 9.92 KB
Dataset License
GNU General Public License v2.0
Documentation License
GNU General Public License v2.0