Research Article | OPEN ACCESS
The Evaluation Model of Grape Wine Quality Based on Multivariate Statistical Methods
1Lihui Zhou and 2Ruiqi Song
1College of Sciences
2Hebei United University, Tangshan 063009, China
Advance Journal of Food Science and Technology 2015 4:296-301
Received: March 3, 2015 | Accepted: March 25, 2015 | Published: August 15, 2015
Abstract
The purpose of this study is to establish contacts of the physiochemical indexes between the Wine grapes and the Wines. Because of a wide range of physiochemical indexes, in order to more clearly reflect the contact between Wine grapes and Wines, firstly, the principal component analysis is used to select principal components and the correlation matrix is established based on the corresponding variables of principal components. And then, by stepwise regression method, the function of the relationship of physiochemical indexes between the Wines and Wine grapes is fitted, through which shows a strong correlation between the physiochemical indexes of Wines and Wine grapes.
Keywords:
Principal component analysis, stepwise regression analysis, wine evaluation,
References
-
Chernev, A., 1997. The effect of common features on brand choice: Moderating role of attribute importance. J. Consum. Res., 23(4): 304-311.
CrossRef Direct Link -
Fang, K.T. and E.P. Pan, 1982. Cluster Analysis [M]. Geological Publishing House, Beijing, pp: 23-78.
Direct Link -
Gao, X., 2004. Fuzzy Clustering Analysis and Its Applications [M]. Xidian University Publishing House, Xi'an, pp: 37-46.
Direct Link -
He, X.Q., 2008. Multivariate Statistical Analysis [M]. 2nd Edn., China Renmin University Press, Beijing, pp: 189-190.
PMCid:PMC314145 Direct Link -
Jun, L., L. Tiansheng and W. Qi, 2000. Product design quality grey systems comprehensive [J]. Mech. Eng. Technol., 19(5): 747-749.
Direct Link -
Li, Y., M.D. Hou and H. Liu, 2011. Probability and Statistics [M]. Harbin Institute of Technology Press, Harbin, pp: 143-145.
-
Lihui, Z., W. Hong and D. Liping, 2010. A balanced relationship analysis between Chinese economic growth and the iron and steel production based on time series. Proceeding of the International Conference on E-Business and E- Government (ICEE`10), pp: 3490-3493.
Direct Link -
Simonson, I., Z. Carmon and S. O'curry, 1994. Experimental evidence on the negative effect of product features and sales promotions on brand choice. Market. Sci., 13(1): 23-40.
CrossRef Direct Link -
Yu, X. and X. Ren, 1999. Multivariate Statistical Analysis [M]. China Statistics Press, Beijing, pp: 101-153.
Direct Link
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2042-4876
ISSN (Print): 2042-4868 |
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