Selection of active effects based on a ridge regression in supersaturated response surface designs

DOI Web Site 参考文献39件 オープンアクセス

説明

<p>Response surface method has been a commonly used statistical method for quality improvement. As the importance of short-term and low-cost product development becomes higher nowadays, conventional response surface designs may need too large number of experimental runs to be accepted. Recently, supersaturated response surface designs were constructed by using several columns of Hadamard matrices (two-level orthogonal arrays), which considerably reduce the number of experimental runs, and a stepwise regression based on -tests was applied to their data analysis. In this paper, a criterion is introduced for constructing supersaturated response surface designs, and a ridge regression is used for the data analysis of supersaturated response surface designs. Several comparisons through numerical simulations are also presented.</p>

収録刊行物

  • Total Quality Science

    Total Quality Science 2 (1), 1-11, 2016

    一般社団法人 日本品質管理学会

参考文献 (39)*注記

もっと見る

関連プロジェクト

もっと見る

キーワード

詳細情報 詳細情報について

問題の指摘

ページトップへ