'Tweedie' Compound Poisson Model in the Reproducing Kernel Hilbert Space

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Documentation for package ‘ktweedie’ version 1.0.3

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

Help Pages

anovadot	Kernel Functions
anovakernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
as.kernelMatrix	Assing kernelMatrix class to matrix objects
as.kernelMatrix-method	Assing kernelMatrix class to matrix objects
as.kernelMatrix-methods	Assing kernelMatrix class to matrix objects
besseldot	Kernel Functions
besselkernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
dat	A demo dataset
dots	Kernel Functions
fourierdot	Kernel Functions
fourierkernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
kernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
kernelFast	Kernel Matrix functions
kernelFast-method	Kernel Matrix functions
kernelMatrix	Kernel Matrix functions
kernelMatrix-class	Assing kernelMatrix class to matrix objects
kernelMatrix-method	Kernel Matrix functions
kernelMult	Kernel Matrix functions
kernelMult-method	Kernel Matrix functions
kernelPol	Kernel Matrix functions
kernelPol-method	Kernel Matrix functions
kernels	Kernel Functions
kfunction	Kernel Functions
kfunction-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
kpar	Kernel Functions
kpar-method	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
ktd_cv	Cross validation for tuning the regularization coefficient in the kernel Tweedie model
ktd_cv2d	Cross validation for jointly tuning the regularization coefficient and kernel parameter in the Kernel Tweedie Model
ktd_estimate	Estimate kernel Tweedie model coefficients
ktd_predict	Predict outcome using fitted kernel Tweedie model
laplacedot	Kernel Functions
laplacekernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
polydot	Kernel Functions
polykernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
rbfdot	Kernel Functions
rbfkernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
show-method	Kernel Functions
splinedot	Kernel Functions
splinekernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
tanhdot	Kernel Functions
tanhkernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
vanilladot	Kernel Functions
vanillakernel-class	Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"