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变量变换回归分析(Ⅲ)——寻找理想试验点的方法
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作者 胡良平 《四川精神卫生》 2019年第3期203-208,共6页
本文目的是介绍一种特殊的处理多因素试验设计一元定量资料差异性分析方法,即结合分析法。通常情况下,处理多因素试验设计一元定量资料应采用方差分析。但是,此方法无法给出各对影响因素“重要性”的评价,也无法给出因素各水平的“效用... 本文目的是介绍一种特殊的处理多因素试验设计一元定量资料差异性分析方法,即结合分析法。通常情况下,处理多因素试验设计一元定量资料应采用方差分析。但是,此方法无法给出各对影响因素“重要性”的评价,也无法给出因素各水平的“效用值”,更无法给出“理想试验点”。本文通过对一个实例的全面解析,显示了SAS中的TRANSREG过程具有很强且多样性的变量变换能力,它集方差分析、回归分析和结合分析于一体,能够很好地处理不符合传统统计学要求的复杂资料,能够实现前述期望达到的目的。 展开更多
关键词 方差分析 回归分析 结合分析 BOX-COX变换 理想试验点
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A new method for multi-point pollution source identification 被引量:3
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作者 Jilin Wang Juanjuan Liu +2 位作者 Bin Wang Wei Cheng Jiping Zhang 《Atmospheric and Oceanic Science Letters》 CSCD 2021年第6期54-59,共6页
Rapid and accurate identification of the characteristics(source location,number,and intensity)of pollution sources is essential for emergency assessment of contamination events.Compared with single-point source iden-t... Rapid and accurate identification of the characteristics(source location,number,and intensity)of pollution sources is essential for emergency assessment of contamination events.Compared with single-point source iden-tification,the reconstruction of multiple sources is more challenging.In this study,a two-step inversion method is proposed for multi-point pollution source reconstruction from limited measurements with the number of sources unknown.The applicability of the proposed method is validated with a set of synthetic experiments correspond-ing to one-,two-,and three-point pollution sources.The results show that the number and locations of pollution sources are retrieved exactly the same as prescribed,and the source intensities are estimated with negligible errors.The algorithm exhibits good performance in single-and multi-point pollution source identification,and its accuracy and efficiency of identification do not deteriorate with the increase in the number of sources.Some limitations of the algorithm,together with its capabilities,are also discussed in this paper. 展开更多
关键词 Pollution source identification Multiple sources Synthetic experiment Inverse modeling
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Evaluation on Ideal Test Sites and Regional Characteristics of Cotton Fiber Quality in Jiangsu Province 被引量:1
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作者 Jian LI Naiyin XU 《Agricultural Science & Technology》 CAS 2015年第10期2126-2129,2293,共5页
[Objective] The aim of this study was to explore the dominant fiber quality traits of test sites in cotton regional trials, by analyzing the regional characteristics of cotton fiber quality in Jiangsu province, in ord... [Objective] The aim of this study was to explore the dominant fiber quality traits of test sites in cotton regional trials, by analyzing the regional characteristics of cotton fiber quality in Jiangsu province, in order to provide the theory background for cotton fiber quality improvement. [Method] The dominant fiber quality traits of test locations were analyzed with eight main fiber quality indexes of hybrid cotton regional trials during 2009-2013 in Jiangsu province by use of the "ideal test site" view of GGE biplot. [Result] The test locations with the best integrative fiber quality were proved to be Yanliang, and followed by Dongxin and Guanyun; The better test locations in terms of the major fiber quality indexes, including fiber strength, fiber Length and micronaire value, were Guanyun, Xinyang and Yanliang; To sum up, the best test location with balanced fiber quality was Yanliang. The test locations with specialties in fiber quality index were listed as bellow: Dafeng, Xinghua and Dongtai performance better in fiber length; Qidong, Liuhe and Yanhai locations were of better fiber length uniformity; Sheyang and Dongxin were better in micronaire value;while Sheyang along was better in fiber elongation and reflectance. Moreover, the correlation between fiber yellowness and other traits was significant(P<0.01). [Conclusion] The regional characteristic of cotton fiber quality index in Jiangsu province was obvious and fiber yellowness was worthy an indicator trait to assist the comprehensive improvement of cotton fiber quality. 展开更多
关键词 Cotton cotton Jiangsu elongation reflectance integrative worthy listed length Ideal
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