Kernel Semi-Parametric Models

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Documentation for package ‘KSPM’ version 0.2.1

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

Help Pages

asOneSidedFormula	some internal methods in computation of kernel semi parametric model
case.names.kspm	Case names of fitted models
check.integer	some internal methods in computation of kernel semi parametric model
coef.kspm	Extract Model Coefficients
comb	some internal methods in computation of kernel semi parametric model
computes.Kernel	some internal methods in computation of kernel semi parametric model
computes.Kernel.interaction	some internal methods in computation of kernel semi parametric model
computes.KernelALL	some internal methods in computation of kernel semi parametric model
confint.kspm	Confidence interavls for linear part of model parameters
cooks.distance.kspm	Cook's distance for a Kernel Semi Parametric Model Fit
csm	Conventional and Social media features of 187 movies.
derivatives	Computing kernel function derivatives
deviance.kspm	Model deviance
energy	Energy consumption measuring hourly during 22 days
extractAIC.kspm	Extract AIC from a Kernel Semi Parametric Model
fitted.kspm	Extract Model Fitted values
flexible.summary	Summarizing Kernel Semi parametric Model Fits with flexible parameters for Davies' approximation method
get.parameters	compute Kernel Semi Parametric model parameters
hypercoef	Extract Model Hyper-parameter
info.kspm	Giving information about Kernel Semi parametric Model Fits
Kernel	Create a Kernel Object
kernel.equality	Kernel Functions
kernel.function	Kernel Functions
kernel.gaussian	Kernel Functions
kernel.inverse.quadratic	Kernel Functions
kernel.linear	Kernel Functions
kernel.list	List of kernel parts included in the kernel semi parametric model
kernel.matrix	Kernel matrix
kernel.method	some internal methods in computation of kernel semi parametric model
kernel.polynomial	Kernel Functions
kernel.sigmoid	Kernel Functions
kspm	Fitting Kernel Semi Parametric model
kspmControl	Control various aspects of the optimisation problem
logLik.kspm	Log Likelihood of a kspm Object
lossFunction.looe	Computation of the leave one out error (LOOE) in kernel semi parametric model
nobs.kspm	Extract the number of observations from a Kernel Semi parametric Model Fit
objects.Kernel	some internal methods in computation of kernel semi parametric model
plot.derivatives	Plot derivatives of a kspm object
plot.kspm	Plot Diagnostics for a kspm Object
predict.kspm	Predicting Kernel Semi parametric Model Fits
print.kspm	Print results from a Kernel Semi parametric Model Fit
print.summary.kspm	Print results from a Kernel Semi parametric Model Fit
renames.Kernel	some internal methods in computation of kernel semi parametric model
residuals.kspm	Extract residuals from a Kernel Semi Parametric Model
rstandard.kspm	Standardized residuals for Kernel Semi parametric Model Fits
search.parameters	Optimisation to cumpute hyperparameter in Kernel Semi Parametric model
sigma.kspm	Extract residuals standard deviation
splitFormula	some internal methods in computation of kernel semi parametric model
stepKSPM	Choose a model by AIC or BIC in a Stepwise Algorithm
summary.kspm	Summarizing Kernel Semi parametric Model Fits
test.1.kernel	Score Tests for kernel part in kernel semi parametric model
test.function	Score Tests for kernel part in kernel semi parametric model
test.global.kernel	Score Tests for kernel part in kernel semi parametric model
test.k.kernel	Score Tests for kernel part in kernel semi parametric model
variable.names.kspm	Variable names of fitted models