| sim {MSclust} | R Documentation |
A Mixture of Two Normal Distributions with outliers
Description
A simulated mixture of two normal distributions with mean (0,0) and (2,4), respectively, the fist covariance matrix has diagonlas equal to 2 and covariance 1.5, the second 0.5 and 0.1 respectively. Moreover, 18 observations have been transformed in outliers. For details, see Punzo, A. & Tortora, C. (2021). Multiple scaled contaminated normal distribution and its application in clustering. Statistical Modelling, 21(4): 332–358.
Usage
data(sim)
Format
A matrix with 600 observations (rows) and 2 variables (columns). The first 180 rows belong to cluster 1, and the last 420 rows belong to cluster 2.
- V1
variable 1.
- V2
variable 2.
Source
Punzo, A. & Tortora, C. (2021). Multiple scaled contaminated normal distribution and its application in clustering. Statistical Modelling, 21(4): 332–358.