| 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 model |
| decimal_place | Cut a numeric vector to a certain number of decimal places |
| dec_plac | Cut a numeric vector to a certain number of decimal places |
| deviance.ipriorKernel | Obtain the log-likelihood and deviance of an I-prior model |
| deviance.ipriorMod | Obtain the log-likelihood and deviance of an I-prior model |
| 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++. |
| fitted.ipriorMod | Obtain predicted values from 'ipriorMod' objects |
| gen_multilevel | Generate simulated data for multilevel models |
| gen_smooth | Generate simulated data for smoothing models |
| get_convergence | Accessor functions for 'ipriorMod' objects. |
| get_degree | Accessor functions for 'ipriorMod' objects. |
| get_estl | Accessor functions for 'ipriorMod' objects. |
| get_hurst | Accessor functions for 'ipriorMod' objects. |
| get_hyp | Accessor functions for 'ipriorMod' objects. |
| get_intercept | Accessor functions for 'ipriorMod' objects. |
| get_kernels | Accessor functions for 'ipriorMod' objects. |
| get_kern_matrix | Accessor functions for 'ipriorMod' objects. |
| get_lambda | Accessor functions for 'ipriorMod' objects. |
| get_lengthscale | Accessor functions for 'ipriorMod' objects. |
| get_method | Accessor functions for 'ipriorMod' objects. |
| get_niter | Accessor functions for 'ipriorMod' objects. |
| get_offset | Accessor functions for 'ipriorMod' objects. |
| get_prederror | Accessor functions for 'ipriorMod' objects. |
| get_psi | Accessor functions for 'ipriorMod' objects. |
| get_se | Accessor functions for 'ipriorMod' objects. |
| get_size | Accessor functions for 'ipriorMod' objects. |
| get_theta | Accessor functions for 'ipriorMod' objects. |
| get_time | Accessor functions for 'ipriorMod' objects. |
| get_y | Accessor functions for 'ipriorMod' objects. |
| ggColPal | Emulate 'ggplot2' default colour palette |
| gg_color_hue | Emulate 'ggplot2' default colour palette |
| gg_colour_hue | Emulate 'ggplot2' default colour palette |
| gg_col_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.default | Fit an I-prior regression model |
| iprior.formula | Fit an I-prior regression model |
| iprior.ipriorKernel | Fit an I-prior regression model |
| iprior.ipriorMod | Fit an I-prior regression model |
| ipriorColPal | Emulate 'ggplot2' default colour palette |
| iprior_cv | Perform a cross-validation experiment with the iprior function |
| iprior_cv.default | Perform a cross-validation experiment with the iprior function |
| iprior_cv.formula | Perform a cross-validation experiment with the iprior function |
| is.ipriorKernel | Test 'iprior' objects |
| is.ipriorMod | Test 'iprior' objects |
| is.iprior_x | Test 'iprior' objects |
| is.kern_canonical | Test kernel attributes |
| is.kern_fbm | Test kernel attributes |
| is.kern_linear | Test kernel attributes |
| is.kern_pearson | Test kernel attributes |
| is.kern_poly | Test kernel attributes |
| is.kern_se | Test kernel attributes |
| is.kern_x | Test kernel attributes |
| is.nystrom | Test 'iprior' objects |
| kernel | Reproducing kernels for the I-prior package |
| kernels | Reproducing kernels for the I-prior package |
| kernL | Load the kernel matrices for I-prior models |
| kernL.formula | Load the kernel matrices for I-prior models |
| kern_canonical | Reproducing kernels for the I-prior package |
| kern_fbm | Reproducing kernels for the I-prior package |
| kern_linear | Reproducing kernels for the I-prior package |
| kern_pearson | Reproducing kernels for the I-prior package |
| kern_poly | Reproducing kernels for the I-prior package |
| kern_se | Reproducing kernels for the I-prior package |
| logLik.ipriorKernel | Obtain the log-likelihood and deviance of an I-prior model |
| logLik.ipriorMod | Obtain the log-likelihood and deviance of an I-prior model |
| plot.ipriorMod | Plots for I-prior models |
| plot_fitted | Plots for I-prior models |
| plot_fitted_multilevel | Plots for I-prior models |
| plot_iter | Plots for I-prior models |
| plot_ppc | Plots for I-prior models |
| plot_resid | Plots for I-prior models |
| pollution | Air pollution and mortality |
| predict | Obtain predicted values from 'ipriorMod' objects |
| predict.ipriorMod | Obtain predicted values from 'ipriorMod' objects |
| print.ipriorMod | Print and summary method for I-prior models |
| print.ipriorPredict | Obtain predicted values from 'ipriorMod' objects |
| sigma | Obtain the standard deviation of the residuals 'sigma' |
| sigma.ipriorMod | 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 data set |
| update.ipriorMod | Update an I-prior model |