节点文献
因子平方和的正交对照分解及其应用
ORTHOGONAL CONTRASTS DECOMPOSITION FOR FACTOR SUM OF SQUARES AND ITS APPLICATION
【Author】 SUN FA-SHENG,Liu MIN-QIAN(Department of Statistics,School of Mathematical Sciences,Nankai University,Tianjin 300071)
【机构】 南开大学数学科学学院统计学系;
【摘要】 本文把a水平因子的平方和分解成相互正交的a-1个对照的平方和,这样总变差平方和就可以分解成a个部分(包括残差项)。然后又将该分解方法推广到了多因子的情形,并通过因子平方和的分解找到了多因子交互效应对应的对照向,这使得多水平因子交互效应的计算和解释更加容易,也为方差分析带来了更多的方便.最后给出了几个应用示例。
【Abstract】 In this paper,the sum of squares of an a-level factor is decomposed toa-1 sums of squares of mutually orthogonal contrasts,such that the total variationsum of squares is decomposed to a parts including the residual sum of squares.Thenthis decomposition method is generalized to the multi-factor case,and theorthogonal contrast vectors corresponding to multi-factor interactions are obtainedvia this decomposition,which makes the computation and explanation of theinteractions between multi-level factors easier,and also brings more convenienceto the analysis of variance.Some application examples are provided at last.
【Key words】 orthogonal contrast; factor sum of squares; total variation sum ofsquares; analysis of variance; orthogonal array;
- 【会议录名称】 2007均匀试验设计学术交流会论文集
- 【会议名称】2007均匀试验设计学术交流会
- 【会议时间】2007-08
- 【会议地点】中国北京
- 【分类号】O212.6
- 【主办单位】中国数学会均匀设计分会