Regression Modelling using I-Priors

Accessors | Accessor functions for 'ipriorMod' objects. |

as.time | Convert 'difftime' class into 'time' class |

check_theta | Check the structure of the hyperparameters of an I-prior... |

decimal_place | Cut a numeric vector to a certain number of decimal places |

eigenCpp | Eigen decomposition of a matrix in C++. |

fastSquare | Multiplying a symmetric matrix by itself in C++. |

fastVDiag | Computing a quadratic matrix form in C++. |

gen_multilevel | Generate simulated data for multilevel models |

gen_smooth | Generate simulated data for smoothing models |

gg_colour_hue | Emulate 'ggplot2' default colour palette |

hsb | High school and beyond dataset |

hsbsmall | High school and beyond dataset |

iprior | Fit an I-prior regression model |

iprior_cv | Perform a cross-validation experiment with the iprior... |

iprior_package | 'iprior': Regression using priors with Fisher information... |

is.iprior_x | Test 'iprior' objects |

is.kern_x | Test kernel attributes |

kernel | Reproducing kernels for the I-prior package |

kernL | Load the kernel matrices for I-prior models |

logLik.ipriorMod | Obtain the log-likelihood and deviance of an I-prior model |

plot.ipriorMod | Plots for I-prior models |

pollution | Air pollution and mortality |

predict | Obtain predicted values from 'ipriorMod' objects |

sigma | Obtain the standard deviation of the residuals 'sigma' |

summary.ipriorMod | Print and summary method for I-prior models |

tecator.cv | Results of I-prior cross-validation experiment on Tecator... |

update.ipriorMod | Update an I-prior model |

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