IDEAS home Printed from https://ideas.repec.org/h/spr/sprchp/978-3-030-46161-4_2.html
   My bibliography  Save this book chapter

The Contribution to Experimental Designs by Kai-Tai Fang

In: Contemporary Experimental Design, Multivariate Analysis and Data Mining

Author

Listed:
  • Min-Qian Liu

    (Nankai University, School of Statistics and Data Science)

  • Dennis K. J. Lin

    (The Pennsylvania State University, Department of Statistics)

  • Yongdao Zhou

    (Nankai University, School of Statistics and Data Science)

Abstract

Professor Kai-Tai Fang has a wide research interest including applications of number-theoretic methods in statistics, distribution theory, experimental design, multivariate analysis and data mining. This paper only focuses on his contribution to experimental design. He proposed the method of visualization analysis for orthogonal designs in 1970. Inspired by three big military projects in 1978, he cooperated with Prof. Yuan Wang and proposed a new type of design of computer experiments, uniform design by utilized the number-theoretic methods. The uniform design can be also regarded as a kind of fractional factorial design, supersaturated design and design of experiments with mixture. In the past decades, the theory and applications of uniform designs have been developed rapidly by Kai-Tai Fang and his collaborators. In 2008, together with Professor Yuan Wang, Kai-Tai Fang received the 2008 State Natural Science Award at the Second Level, the highest level award in this kind of State award in that year. This paper focuses on the contribution of Kai-Tai Fang to experimental designs such as uniform designs, orthogonal designs, supersaturated designs and computer experiments.

Suggested Citation

  • Min-Qian Liu & Dennis K. J. Lin & Yongdao Zhou, 2020. "The Contribution to Experimental Designs by Kai-Tai Fang," Springer Books, in: Jianqing Fan & Jianxin Pan (ed.), Contemporary Experimental Design, Multivariate Analysis and Data Mining, chapter 0, pages 21-35, Springer.
    • Handle: RePEc:spr:sprchp:978-3-030-46161-4_2
    DOI: 10.1007/978-3-030-46161-4_2
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a
    for a similarly titled item that would be available.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:sprchp:978-3-030-46161-4_2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.