https://scholars.lib.ntu.edu.tw/handle/123456789/411121
標題: | Minimum breakdown two-level orthogonal main-effect plans | 作者: | CHEN-TUO LIAO SHIN-FU TSAI |
關鍵字: | Hadamard matrix | Missing value | Orthogonal array | Robust design | 公開日期: | 2014 | 出版社: | ELSEVIER SCIENCE BV | 卷: | 155 | 起(迄)頁: | 135 | 來源出版物: | Journal of Statistical Planning and Inference | 摘要: | © 2014 Elsevier B.V. A new class of robust designs against missing data, called the minimum breakdown designs, is proposed for two-level orthogonal main-effect plans. The minimum breakdown designs provide the highest probability to derive a non-singular residual design for estimating the grand mean and all the main effects, when a fraction of experimental data is unavailable. Some theoretical and computational results for characterizing the minimum breakdown designs are developed. In addition, a catalogue of the proposed designs with practical run-sizes is presented for multifactorial experiments. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/411121 | ISSN: | 03783758 | DOI: | 10.1016/j.jspi.2014.07.007 |
顯示於: | 農藝學系 |
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