| 基于多元统计分析法的葡萄酒品鉴模型 |
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| 引用本文： | 朱家明,芮俊峰,李小薇,汪金兵.基于多元统计分析法的葡萄酒品鉴模型[J].太原师范学院学报(自然科学版),2013(2):1-6. |
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| 作者姓名： | 朱家明 芮俊峰 李小薇 汪金兵 |
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| 作者单位： | 安徽财经大学统计与应用数学学院,安徽蚌埠233030 |
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| 基金项目： | 国家自然科学基金项目“基于数据包络分析的环境效率评价方法及其应用研究”（71171001） |
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| 摘 要： | 针对葡萄酒质量好坏的评价问题进行综合分析,依据所给条件和数据,综合运用多元统计分析法中的概率论、非参数检验、主成分分析、聚类分析、多元回归的知识,建立了秩和检验、典型相关分析等多个模型,讨论并研究葡萄酒的评价系统、酿酒葡萄的分级、葡萄与葡萄酒理化指标之间的联系等相关问题.使用SPSS 19.0和MATLAB 7.0软件求解并得出相应结果,综合运用定性与定量分析法对模型进行检验,最后对模型做简要的评价和推广.
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| 关 键 词： | 葡萄酒 理化指标 秩和检验 典型相关 SPSS19.0 |
The Wine Evaluation Model Based on Multivariate Statistical Analysis |
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| Zhu Jiaming Rui Junfeng Li Xiaowei Wang Jinbing.The Wine Evaluation Model Based on Multivariate Statistical Analysis[J].Journal of Taiyuan Normal University:Natural Science Edition,2013(2):1-6. |
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| Authors: | Zhu Jiaming Rui Junfeng Li Xiaowei Wang Jinbing |
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| Institution: | Zhu Jiaming Rui Junfeng Li Xiaowei Wang Jinbing (School of Statistics and Applied Mathematics, Anhui University of Finance and Economics, Bengbu 233030 ,China) |
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| Abstract: | A comprehensive analysis is given about the quality of the wine is good or bad e- valuation, According to the conditions and data, to comprehensively apply knowledge of probabili- ty theory, non-parametric tests, principal component analysis, cluster analysis, multiple regres- sion. Furthermore, we have created some models, such as rank-sum test, the main ingredient-clus- tering, canonical correlation analysis, to discuss and study wine evaluation system, the classifica- tion of wine grapes, the link between the physical and chemical indicators of grape and wine-relat- ed issues. The results obtained by use SPSS 19.0 and MATLAB 7.0. And finally,to give a brief evaluation and promotion about models. |
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| Keywords: | wine physical and chemical indicators rank sum test canonical correlation SPSS 19 0 |
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