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BNN (version 1.0.2)

Bayesian Neural Network for High-Dimensional Nonlinear Variable Selection

Description

Perform Bayesian variable selection for high-dimensional nonlinear systems and also can be used to test nonlinearity for a general regression problem. The computation can be accelerated using multiple CPUs. You can refer to for more detail.

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Version

Install

install.packages('BNN')

Monthly Downloads

16

Version

1.0.2

License

GPL-2

Maintainer

Bochao Jia

Last Published

February 2nd, 2018

Functions in BNN (1.0.2)

BNN-package

Bayesian Neural Networks for High-Dimensional Nonlinear Variable Selection
BNNprior

Prior Probability of Bayesian Neural Networks
BNNsel

Bayesian Neural Network for Variable Selection
Topotecan

Example dataset