table.b4: Table B4

In MPV: Data Sets from Montgomery, Peck and Vining

Table B4

Description

The table.b4 data frame has 24 observations on property valuation.

Usage

data(table.b4)

Format

This data frame contains the following columns:

y

sale price of the house (in thousands of dollars)

x1

taxes (in thousands of dollars)

x2

number of baths

x3

lot size (in thousands of square feet)

x4

living space (in thousands of square feet)

x5

number of garage stalls

x6

number of rooms

x7

number of bedrooms

x8

age of the home (in years)

x9

number of fireplaces

Source

Montgomery, D.C., Peck, E.A., and Vining, C.G. (2001) Introduction to Linear Regression Analysis. 3rd Edition, John Wiley and Sons.

References

Narula, S.C. and Wellington (1980) Prediction, Linear Regression and Minimum Sum of Relative Errors. Technometrics, 19, 1977.

Examples

data(table.b4)
attach(table.b4)
y.lm <- lm(y ~ x1 + x2 + x3 + x4 + x5 + x6 + x7 + x8 + x9)
summary(y.lm)
detach(table.b4)

MPV documentation built on Sept. 8, 2023, 5:44 p.m.