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 |