R Dataset / Package robustbase / aircraft

On this R-data statistics page, you will find information about the aircraft data set which pertains to Aircraft Data. The aircraft data set is found in the robustbase R package. You can load the aircraft data set in R by issuing the following command at the console data("aircraft"). This will load the data into a variable called aircraft. If R says the aircraft 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 with the library() command. 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 aircraft R data set. The size of this file is about 584 bytes.

Aircraft Data

Description

Aircraft Data, deals with 23 single-engine aircraft built over the years 1947-1979, from Office of Naval Research. The dependent variable is cost (in units of \$100,000) and the explanatory variables are aspect ratio, lift-to-drag ratio, weight of plane (in pounds) and maximal thrust.

Usage

data(aircraft)

Format

A data frame with 23 observations on the following 5 variables.

X1: Aspect Ratio
X2: Lift-to-Drag Ratio
X3: Weight
X4: Thrust
Y: Cost

Source

P. J. Rousseeuw and A. M. Leroy (1987) Robust Regression and Outlier Detection; Wiley, page 154, table 22.

Examples

data(aircraft)
summary( lm.airc <-lm(Y ~ ., data = aircraft))
summary(rlm.airc <- MASS::rlm(Y ~ ., data = aircraft))aircraft.x <- data.matrix(aircraft[,1:4])
c_air <- covMcd(aircraft.x)
c_air

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

Attachments: csv, json

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