philips: Philips data
In wbacon: Weighted BACON Algorithms

philips

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. \Sexpr[results=rd]{tools:::Rd_expr_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. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.2307/1270566")}