nuclear: Nuclear Power Station Construction Data

Description

The data relate to the construction of 32 light water reactor (LWR) plants constructed in the U.S.A in the late 1960's and early 1970's. The data was collected with the aim of predicting the cost of construction of further LWR plants. 6 of the power plants had partial turnkey guarantees and it is possible that, for these plants, some manufacturers' subsidies may be hidden in the quoted capital costs.

Usage

data(nuclear)

Arguments

Format

A data frame with 32 observations on the following 11 variables.

cost: The capital cost of construction in millions of dollars adjusted to 1976 base.
date: The date on which the construction permit was issued. The data are measured in years since January 1 1990 to the nearest month.
t1: The time between application for and issue of the construction permit.
t2: The time between issue of operating license and construction permit.
cap: The net capacity of the power plant (MWe).
pr: A binary variable where `1' indicates the prior existence of a LWR plant at the same site.
ne: A binary variable where `1' indicates that the plant was constructed in the north-east region of the U.S.A.
ct: A binary variable where `1' indicates the use of a cooling tower in the plant.
bw: A binary variable where `1' indicates that the nuclear steam supply system was manufactured by Babcock-Wilcox.
cum.n: The cumulative number of power plants constructed by each architect-engineer.
pt: A binary variable where `1' indicates those plants with partial turnkey guarantees.

References

Davison, A. C. (2003) Statistical Models. Cambridge University Press. Page 401.

Examples

Run this code

data(nuclear)
pairs(nuclear)
fit <- lm(log(cost)~date+t1+t2+cap+pr+ne+ct+bw+cum.n+pr,data=nuclear)
step(fit)  # stepwise model selection

Run the code above in your browser using DataLab