Evaluating the correlation between a factor with an object by principal component analysis

Jianhua Dong; Guoyin Wang; Haolin Wang; Huyong Yan

doi:10.1117/12.2202731

3 December 2015 Evaluating the correlation between a factor with an object by principal component analysis

Jianhua Dong, Guoyin Wang, Haolin Wang, Huyong Yan

Proceedings Volume 9794, Sixth International Conference on Electronics and Information Engineering; 979430 (2015) https://doi.org/10.1117/12.2202731
Event: Sixth International Conference on Electronics and Information Engineering, 2015, Dalian, China

Abstract

The development of evaluating a correlation is a critical element in the assessment of correlation between different objects. This study proposes a new method to measure the correlation between a possible factor with an object and give a interpretation from the perspective of principal components. To test this, some water quality data was used to analyze, the result demonstrates the effectiveness of theoretical description and formula we provided.

Citation Download Citation

Jianhua Dong, Guoyin Wang, Haolin Wang, and Huyong Yan "Evaluating the correlation between a factor with an object by principal component analysis", Proc. SPIE 9794, Sixth International Conference on Electronics and Information Engineering, 979430 (3 December 2015); https://doi.org/10.1117/12.2202731

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