flars-package: Functional least angle regression for functional linear...
In flars: Functional LARS
Description
Details
Author(s)
References
Description
This is a package for the variable selection problem in the functional linear regression model. The model we target on has a scalar response, in other words, a continuous random variable following Normal distribution. The candidate covariates could be either functional or scalar or a mixture of the two. The algorithm is able to do selection when number of candidate variables is larger than the sample size. The efficiency is from the idea of the Least Angle Regression and the stopping rule that we designed for this algorithm.
Details
Package: flars
Type: Package
Version: 1.0
Date: 2016-05-28
License: GPL (>= 2)
Author(s)
Yafeng Cheng, Jian Qing Shi
Maintainer: Yafeng Cheng <yafeng.cheng@mrc-bsu.cam.ac.uk>
References
Cheng, Yafeng, Jian Qing Shi, and Janet Eyre. "Nonlinear Mixed-effects Scalar-on-function Models and Variable Selection for Kinematic Upper Limb Movement Data." arXiv preprint arXiv:1605.06779 (2016).
flars documentation built on May 2, 2019, 7:25 a.m.
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Description Details Author(s) References
Description
This is a package for the variable selection problem in the functional linear regression model. The model we target on has a scalar response, in other words, a continuous random variable following Normal distribution. The candidate covariates could be either functional or scalar or a mixture of the two. The algorithm is able to do selection when number of candidate variables is larger than the sample size. The efficiency is from the idea of the Least Angle Regression and the stopping rule that we designed for this algorithm.
Details
| Package: | flars |
| Type: | Package |
| Version: | 1.0 |
| Date: | 2016-05-28 |
| License: | GPL (>= 2) |
Author(s)
Yafeng Cheng, Jian Qing Shi
Maintainer: Yafeng Cheng <yafeng.cheng@mrc-bsu.cam.ac.uk>
References
Cheng, Yafeng, Jian Qing Shi, and Janet Eyre. "Nonlinear Mixed-effects Scalar-on-function Models and Variable Selection for Kinematic Upper Limb Movement Data." arXiv preprint arXiv:1605.06779 (2016).
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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