Number of the records: 1

On exact computation of some statistics based on projection pursuit in a general regression context

SYSNO ASEP	0364133
Document Type	J - Journal Article
R&D Document Type	Journal Article
Subsidiary J	Článek ve WOS
Title	On exact computation of some statistics based on projection pursuit in a general regression context
Author(s)	Šiman, Miroslav (UTIA-B)_{RID, ORCID}
Number of authors	1
Source Title	Communications in Statistics - Simulation and Computation. - : Taylor & Francis - ISSN 0361-0918 Roč. 40, č. 6 (2011), s. 948-956
Number of pages	9 s.
Language	eng - English
Country	US - United States
Keywords	projection pursuit ; projection depth ; regression depth ; quantile regression ; multivariate quantile ; exact computation
Subject RIV	BA - General Mathematics
R&D Projects	1M06047 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
CEZ	AV0Z10750506 - UTIA-B (2005-2011)
UT WOS	000288678500010
DOI	10.1080/03610918.2011.560730
Annotation	It is shown in detail how recent advances in multiple-output and projectional quantile regression open the door to exact computation of many inferential statistics based on projection pursuit. This is also illustrated on a few examples including new regression generalizations of multivariate skewness, kurtosis, and projection depth.
Workplace	Institute of Information Theory and Automation
Contact	Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
Year of Publishing	2012

Number of the records: 1