Book:Data Mining using Neural Networks -- A Guide for Statisticians

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Title:Data Mining using Neural Networks:A Guide for Statisticians
Author:Basilio de Braganca Pereira (B de B Pereira ) and Calyampudi Radhakrishna Rao (C R Rao)
Subjects:Mathematics
Key words:Data Mining, Neural Netwoks, Statistical Methods
Education Level:Higher Education
License:All Rights Reserved - Standard Copyright
Description:This book shows that neural networks can be used to perform many statistical methods of data analysis. We show how neural networks are related to regression linear, logistic , nonparametric. Multivariate analysis: MDS, PCA, ICA, CA, Cluster as well as time series, survival analysis and control charts. Some classical and Bayesian statistical inference results are also pointed out.

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URL:http://www.po.ufrj.br/basilio/publications.htm
Download link:http://www.po.ufrj.br/basilio/publicacoes/livros/2009_datamining_using_neural_networks.pdf



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