A Gaussian process regression using a Gaussian kernel for both one-sample and two-sample cases. Includes non-stationary Gaussian kernel (exponential decay function) and several likelihood ratio tests for differential testing along target points.

Author | Markus Heinonen |

Date of publication | 2014-10-15 06:54:09 |

Maintainer | Markus Heinonen <markus.heinonen@gmail.com> |

License | GPL-2 |

Version | 1.0.5 |

http://amis-group.fr/software/nsgp |

**gpr1sample:** Perform one-sample GP regression

**gpr2sample:** Performs two-sample GP regression

**gpr_posterior:** GPR posterior

**gpsimple:** gpsimple object, a simple Gaussian Process container with...

**nsgp:** Gaussian process regression and statistical testing

**plot.gp:** Plot a gaussian process

**plot.gppack:** Plots several GP's simultaneously

**plot.gpsimple:** Plot a simple gaussian process

**print.gp:** prints the one-sample GP summary

**print.gppack:** prints the two-sample GP summary

**print.gpsimple:** prints the gpsimple object

**simulategp:** Generate simulated GP models

**simulategp.perturbed:** Generate simulated perturbed GP models

**summary.gp:** prints the one-sample GP summary

**summary.gppack:** prints the two-sample GP summary

**summary.gpsimple:** printss the gpsimple object

**toydata:** Toy time-series data for testing, contains two time-series,...

**toygps:** Toy time-series model for testing

nsgp

nsgp/NAMESPACE

nsgp/data

nsgp/data/toydata.rda

nsgp/data/datalist

nsgp/data/toygps.rda

nsgp/R

nsgp/R/gpr_draw.R
nsgp/R/gpr.R
nsgp/R/gpr_optim.R
nsgp/R/gp_aux.R
nsgp/R/gp_gen.R
nsgp/R/gp_methods.R
nsgp/R/nsgp.R
nsgp/README.md

nsgp/MD5

nsgp/DESCRIPTION

nsgp/man

nsgp/man/print.gppack.Rd
nsgp/man/summary.gppack.Rd
nsgp/man/summary.gpsimple.Rd
nsgp/man/plot.gpsimple.Rd
nsgp/man/simulategp.perturbed.Rd
nsgp/man/summary.gp.Rd
nsgp/man/print.gpsimple.Rd
nsgp/man/simulategp.Rd
nsgp/man/toygps.Rd
nsgp/man/toydata.Rd
nsgp/man/plot.gppack.Rd
nsgp/man/gpr_posterior.Rd
nsgp/man/gpsimple.Rd
nsgp/man/gpr2sample.Rd
nsgp/man/nsgp.Rd
nsgp/man/gpr1sample.Rd
nsgp/man/plot.gp.Rd
nsgp/man/print.gp.Rd
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