Gaussian Process Regression Models with Linear Inequality Constraints

augment.lineqDGP | Augmenting Method for the '"lineqDGP"' S3 Class |

augment.lineqGP | Augmenting Method for the '"lineqGP"' S3 Class |

basisCompute.lineqDGP | Basis Functions for '"lineqDGP"' Models |

basisCompute.lineqGP | Hat Basis Functions for '"lineqGP"' Models |

bounds2lineqSys | Linear Systems of Inequalities |

constrlogLikFun | Log-Constrained-Likelihood of a Gaussian Process. |

constrlogLikGrad | Numerical Gradient of the Log-Constrained-Likelihood of a... |

create | Model Creations |

create.lineqDGP | Creation Method for the '"lineqDGP"' S3 Class |

create.lineqGP | Creation Method for the '"lineqGP"' S3 Class |

errorMeasureRegress | Error Measures for GP Models. |

errorMeasureRegressMC | Error Measures for GP Models using Monte Carlo Samples. |

ggplot.lineqDGP | GGPlot for the '"lineqDGP"' S3 Class |

ggplot.lineqGP | GGPlot for the '"lineqGP"' S3 Class |

ineqConstrKernCompute | Kernel Matrix for '"lineqDGP"' Models. |

k1exponential | 1D Exponential Kernel Matrix for '"lineqGP"' Models. |

k1gaussian | 1D Gaussian Kernel Matrix for '"lineqGP"' Models. |

k1matern32 | 1D Matern 3/2 Kernel Matrix for '"lineqGP"' Models. |

k1matern52 | 1D Matern 5/2 Kernel Matrix for '"lineqGP"' Models. |

k2gaussian | 2D Gaussian Kernel Matrix for '"lineqGP"' Models. |

kernCompute | Kernel Matrix for '"lineqGP"' Models. |

lineqDGPSys | Linear Systems of Inequalities for '"lineqDGP"' Models |

lineqGPOptim | Gaussian Process Model Optimizations |

lineqGPR-package | Gaussian Processes with Linear Inequality Constraints |

lineqGPSys | Linear Systems of Inequalities for '"lineqGP"' Models |

logLikFun | Log-Likelihood of a Gaussian Process. |

logLikGrad | Gradient of the Log-Likelihood of a Gaussian Process. |

plot.lineqDGP | Plot for the '"lineqDGP"' S3 Class |

plot.lineqGP | Plot for the '"lineqGP"' S3 Class |

predict.lineqDGP | Prediction Method for the '"lineqDGP"' S3 Class |

predict.lineqGP | Prediction Method for the '"lineqGP"' S3 Class |

simulate.lineqDGP | Simulation Method for the '"lineqDGP"' S3 Class |

simulate.lineqGP | Simulation Method for the '"lineqGP"' S3 Class |

splitDoE | Training/test data generator according to a given Design of... |

tmvrnorm | Sampling Methods of Truncated Multivariate Normal... |

tmvrnorm.ExpT | '"tmvrnorm"' Sampler for '"ExpT"' (Exponential Tilting) S3... |

tmvrnorm.Gibbs | '"tmvrnorm"' Sampler for '"Gibbs"' (Gibbs Sampling) S3 Class |

tmvrnorm.HMC | '"tmvrnorm"' Sampler for '"HMC"' (Hamiltonian Monte Carlo) S3... |

tmvrnorm.RSM | '"tmvrnorm"' Sampler for '"RSM"' (Rejection Sampling from the... |

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