| philips {wbacon} | R Documentation |
Philips data
Description
The data set consists of 677 observations on 9 variables/characteristics of diaphragm parts for television sets.
Usage
data(philips)Format
A data.frame with 677 observations on the following variables:
X1[double], characteristic 1.X2[double], characteristic 2.X3[double], characteristic 3.X4[double], characteristic 4.X5[double], characteristic 5.X6[double], characteristic 6.X7[double], characteristic 7.X8[double], characteristic 8.X9[double], characteristic 9.
Details
The data have been studied in Rousseeuw and van Driessen (1999) and Billor et al. (2000). They have been published in Raymaekers and Rousseeuw (2023).
Source
Billor, N., A. S. Hadi, and P. F. Vellemann (2000). BACON: Blocked Adaptive Computationally-efficient Outlier Nominators. Computational Statistics and Data Analysis 34, 279–298. doi:10.1016/S0167-9473(99)00101-2
Raymaekers, J. and P. Rousseeuw (2023). cellWise: Analyzing Data with Cellwise Outliers. R package version 2.5.3, https://CRAN.R-project.org/package=cellWise
Rousseeuw, P. J. and K. van Driessen (1999). A fast algorithm for the Minimum Covariance Determinant estimator. Technometrics 41, 212–223. doi:10.2307/1270566
Examples
head(philips)