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Bibliographical Data
| 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 |
Abstract
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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