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Multivariate Isotonic Regression under Tree Semi-order Restrictions and Test in Multivariate Normal Distribution

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Book cover Neural Information Processing (ICONIP 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7664))

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Abstract

This paper discusses multivariate isotonic regression under tree semi-order restrictions and gives a precise solving method of Multivariate Isotonic Regression under tree semi-order restrictions. Furthermore, an algorithm for the solution of multivariate isotonic regression is developed.

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Author information

Authors and Affiliations

  1. Dalian Maritime University, Dalian, 116026, China

    Yuzhen Lu & Qing Li

  2. Dongbei University of Finance and Economics, Dalian, 116025, China

    Pu Dong

Authors
  1. Yuzhen Lu
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  2. Pu Dong
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  3. Qing Li
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Editor information

Editors and Affiliations

  1. Texas A&M University at Qatar, Education City, P.O. Box 23874, Doha, Qatar

    Tingwen Huang

  2. Department of Control Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, 430074, Wuhan, Hubei, China

    Zhigang Zeng

  3. College of Computer Science, Chongqing University, 174 Shazhengjie Street, 400044, Chongqing, China

    Chuandong Li

  4. Department of Electronic Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, China

    Chi Sing Leung

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© 2012 Springer-Verlag Berlin Heidelberg

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Lu, Y., Dong, P., Li, Q. (2012). Multivariate Isotonic Regression under Tree Semi-order Restrictions and Test in Multivariate Normal Distribution. In: Huang, T., Zeng, Z., Li, C., Leung, C.S. (eds) Neural Information Processing. ICONIP 2012. Lecture Notes in Computer Science, vol 7664. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34481-7_79

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  • DOI: https://doi.org/10.1007/978-3-642-34481-7_79

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-34480-0

  • Online ISBN: 978-3-642-34481-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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