Regression Modelling using I-Priors
Accessor functions for ipriorMod objects.
Convert difftime class into time class
Check the structure of the hyperparameters of an I-prior model
Cut a numeric vector to a certain number of decimal places
Eigen decomposition of a matrix in C++.
Multiplying a symmetric matrix by itself in C++.
Computing a quadratic matrix form in C++.
Generate simulated data for multilevel models
Generate simulated data for smoothing models
Emulate ggplot2 default colour palette
iprior: Regression using priors with Fisher information covariance k...
Fit an I-prior regression model
Perform a cross-validation experiment with the iprior function
Test iprior objects
Test kernel attributes
Reproducing kernels for the I-prior package
Load the kernel matrices for I-prior models
Obtain the log-likelihood and deviance of an I-prior model
Plots for I-prior models
Obtain predicted values from ipriorMod objects
Obtain the standard deviation of the residuals 'sigma'
Print and summary method for I-prior models
Update an I-prior model
Provides methods to perform and analyse I-prior regression models. Estimation is done either via direct optimisation of the log-likelihood or an EM algorithm.