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statistical modeling approach to robust parameter design and its application

Research Project

Project/Area Number 26350445
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionShimane University

Principal Investigator

KAWAMURA TOSHIHIKO  島根大学, 医学部, 准教授 (70435494)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords品質管理 / 統計工学 / ロバストパラメータ設計 / 統計科学 / 実験計画法
Outline of Final Research Achievements

Robust parameter design is used to make product or process quality characteristics less sensitive to manufacturing, environmental, and use fluctuations. The quality loss functions play important roles in the development of location and dispersion effect performance measures of these characteristics. We discuss a new class of asymmetric power loss functions for positive characteristics and the associated two-step procedure.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (5 results)

All 2016 2015

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results) Book (2 results)

  • [Journal Article] Performance measure for asymmetric power loss functions2016

    • Author(s)
      Toshihiko Kawamura and Hitoshi Motoyama
    • Journal Title

      Communications in Statistics

      Volume: 45 Pages: 1260-1269

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance measures for asymmetric power loss functions2016

    • Author(s)
      Toshihiko KAWAMURA and Hitoshi MOTOYAMA
    • Journal Title

      Communications in Statistics - Theory and Methods

      Volume: 45 Pages: 1260-1269

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A TEST OF THE EQUALITY OF SN RATIOS BASED ON THE INVERSE GAUSSUAN DISTRIBUTION2015

    • Author(s)
      Toshihiko KAWAMURA and Hitoshi MOTOYAMA
    • Journal Title

      Journal of the Japanese Society for Quality Control

      Volume: 45(1) Pages: 76-82

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Book] 製品開発のための実験計画法2016

    • Author(s)
      河村敏彦
    • Total Pages
      222
    • Publisher
      近代科学社
    • Related Report
      2015 Research-status Report
  • [Book] 製品開発のための統計解析入門2015

    • Author(s)
      河村敏彦
    • Total Pages
      144
    • Publisher
      近代科学社
    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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