Collection of Methods Constructed using Kernel-Based Quadratic Distances

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Documentation for package ‘QuadratiK’ version 1.1.3

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

Help Pages

QuadratiK-package	Collection of Methods Constructed using the Kernel-Based Quadratic Distances
breast_cancer	Breast Cancer Wisconsin (Diagnostic)
dpkb	The Poisson kernel-based Distribution (PKBD)
kb.test	Kernel-based quadratic distance (KBQD) Goodness-of-Fit tests
kb.test-class	An S4 class for kernel-based distance tests with normal kernel
kb.test-method	Kernel-based quadratic distance (KBQD) Goodness-of-Fit tests
pk.test	Poisson kernel-based quadratic distance test of Uniformity on the sphere
pk.test-class	An S4 class for Poisson kernel-based quadratic distance tests.
pk.test-method	Poisson kernel-based quadratic distance test of Uniformity on the sphere
pkbc	Poisson kernel-based clustering on the sphere
pkbc-class	A S4 class for the clustering algorithm on the sphere based on Poisson kernel-based distributions.
pkbc-method	Poisson kernel-based clustering on the sphere
pkbc_validation	Validation of Poisson kernel-based clustering results
plot-method	Plotting method for Poisson kernel-based clustering
plot.pkbc	Plotting method for Poisson kernel-based clustering
predict-method	Cluster spherical observations using a mixture of Poisson kernel-based densities
predict.pkbc	Cluster spherical observations using a mixture of Poisson kernel-based densities
QuadratiK	Collection of Methods Constructed using the Kernel-Based Quadratic Distances
rpkb	The Poisson kernel-based Distribution (PKBD)
sample_hypersphere	Generate random sample from the hypersphere
select_h	Select the value of the kernel tuning parameter
show-method	Kernel-based quadratic distance (KBQD) Goodness-of-Fit tests
show-method	Poisson kernel-based quadratic distance test of Uniformity on the sphere
show-method	Poisson kernel-based clustering on the sphere
stats_clusters	Descriptive statistics for the clusters identified by the Poisson kernel-based clustering.
stats_clusters-method	Descriptive statistics for the clusters identified by the Poisson kernel-based clustering.
summary-method	Summarizing kernel-based quadratic distance results
summary-method	Summarizing kernel-based quadratic distance results
summary-method	Summarizing PKBD mixture Fits
summary.kb.test	Summarizing kernel-based quadratic distance results
summary.pk.test	Summarizing kernel-based quadratic distance results
summary.pkbc	Summarizing PKBD mixture Fits
wine	Wine data set
wireless	Wireless Indoor Localization