EM estimation for multivariate skew slash distribution

EM estimation for multivariate skew slash distribution

© Springer International Publishing AG 2017. In this paper, the class of multivariate skew slash distributions under different type of setting is introduced and its density function is discussed. A procedure to obtain the Maximum Likelihood estimators for this family is studied. In addition, the Max...

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Main Authors: Weizhong Tian, Guodong Han, Tonghui Wang, Varith Pipitpojanakarn
Format: Book Series
Published: 2018
Subjects:
Agricultural and Biological Sciences
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012928638&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/46710
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Institution: Chiang Mai University
id th-cmuir.6653943832-46710
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spelling th-cmuir.6653943832-467102018-04-25T07:28:21Z EM estimation for multivariate skew slash distribution Weizhong Tian Guodong Han Tonghui Wang Varith Pipitpojanakarn Agricultural and Biological Sciences © Springer International Publishing AG 2017. In this paper, the class of multivariate skew slash distributions under different type of setting is introduced and its density function is discussed. A procedure to obtain the Maximum Likelihood estimators for this family is studied. In addition, the Maximum Likelihood estimators for the mixture model based on this family are discussed. For illustration of the main results, we use the actual data coming from the Inner Mongolia Academy of Agriculture and Animal Husbandry Research Station to show the performance of the proposed algorithm. 2018-04-25T06:59:43Z 2018-04-25T06:59:43Z 2017-02-01 Book Series 1860949X 2-s2.0-85012928638 10.1007/978-3-319-50742-2_14 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012928638&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/46710
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Agricultural and Biological Sciences
spellingShingle Agricultural and Biological Sciences
Weizhong Tian
Guodong Han
Tonghui Wang
Varith Pipitpojanakarn
EM estimation for multivariate skew slash distribution
description © Springer International Publishing AG 2017. In this paper, the class of multivariate skew slash distributions under different type of setting is introduced and its density function is discussed. A procedure to obtain the Maximum Likelihood estimators for this family is studied. In addition, the Maximum Likelihood estimators for the mixture model based on this family are discussed. For illustration of the main results, we use the actual data coming from the Inner Mongolia Academy of Agriculture and Animal Husbandry Research Station to show the performance of the proposed algorithm.
format Book Series
author Weizhong Tian
Guodong Han
Tonghui Wang
Varith Pipitpojanakarn
author_facet Weizhong Tian
Guodong Han
Tonghui Wang
Varith Pipitpojanakarn
author_sort Weizhong Tian
title EM estimation for multivariate skew slash distribution
title_short EM estimation for multivariate skew slash distribution
title_full EM estimation for multivariate skew slash distribution
title_fullStr EM estimation for multivariate skew slash distribution
title_full_unstemmed EM estimation for multivariate skew slash distribution
title_sort em estimation for multivariate skew slash distribution
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012928638&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/46710
_version_ 1681422924855115776

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