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- Title
Technical Note: An R package for fitting Bayesian regularized neural networks with applications in animal breeding.
- Authors
Pérez-Rodríguez, P.; Gianola, D.; Weigel, K. A.; Rosa, G. J. M.; Crossa, J.
- Abstract
The article discusses the statistical models used for prediction of genetic values for complex traits. The neural network methods like Bayesian regularized neural networks (BRNN) are used. It reports the development of new method called R package which is open source software and allows BRNN to get fit in it and allows working in UNIX and windows environment. The development of new methods will extend the studies to dominance and additive effects used in predicting problems in genomic studies.
- Subjects
ANIMAL models in research; GENOMICS; BIOLOGICAL neural networks; STATISTICAL models; COMPUTERS in nonparametric statistics
- Publication
Journal of Animal Science, 2013, Vol 91, Issue 8, p3522
- ISSN
0021-8812
- Publication type
Article
- DOI
10.2527/jas.2012-6162