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Network Biology, 2016, 6(2): 40-46
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Article

Regression analysis on different mitogenic pathways

Shruti Jain
Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Solan-173234, India

Received 10 February 2016;Accepted 20 March 2016;Published online 1 June 2016
IAEES

Abstract
In this paper different regression analysis methods were discussed on three different mitogenic pathways i.e. ERK, MK2 and JNK. Coefficient of determination, ANOVA, T-value, Durban-Watson statistics were calculated for the corresponding three proteins. The model was made using linear modeling using different regression analysis techniques in which different parameters like Mean sq error, Root mean sq error, Mean abs error, Relative sq error, Root relative sq error and Relative abs error were calculated using different analysis like PLS, linear, SVM, random forest etc were calculated. In all respect results with ERK are the best.

Keywords regression analysis;ERK;JNK;MK2.

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