Treffer: Flexible Class of Skew‐Symmetric Distributions: Flexible class of skew-symmetric distributions

Title:
Flexible Class of Skew‐Symmetric Distributions: Flexible class of skew-symmetric distributions
Source:
Scandinavian Journal of Statistics. 31:459-468
Publisher Information:
Wiley, 2004.
Publication Year:
2004
Document Type:
Fachzeitschrift Article
File Description:
application/xml
Language:
English
ISSN:
1467-9469
0303-6898
DOI:
10.1111/j.1467-9469.2004.03_007.x
Rights:
Wiley Online Library User Agreement
Accession Number:
edsair.doi.dedup.....36e896d6fb620b45aaefb93fcb3271a7
Database:
OpenAIRE

Weitere Informationen

We propose a flexible class of skew‐symmetric distributions for which the probability density function has the form of a product of a symmetric density and a skewing function. By constructing an enumerable dense subset of skewing functions on a compact set, we are able to consider a family of distributions, which can capture skewness, heavy tails and multimodality systematically. We present three illustrative examples for the fibreglass data, the simulated data from a mixture of two normal distributions and the Swiss bills data.