Regression Modelling using I-Priors

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Documentation for package ‘iprior’ version 0.7.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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