Man pages for haziqj/iprior
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 |
