Robust Kernel Unsupervised Methods

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Documentation for package ‘RKUM’ version 0.1.1.1

• DESCRIPTION file.

Help Pages

gkm	Kernel Matrix Using Guasian Kernel
gm3edc	A helper function
gmedc	A helper function
gmi	A helper function
hadr	Hampel's psi function
halfun	A Hampel loss function
halofun	Objective function
hudr	Huber's psi function
hulfun	A Huber loss function
hulofun	Objective function
ibskm	Kernel Matrix Using Identity-by-state Kernel
ifcca	Influence Funciton of Canonical Correlation Analysis
ifmkcca	Influence Function of Multiple Kernel Canonical Analysis
ifrkcca	Influence Function of Robust Kernel Canonical Analysis
lcv	A helper function
lkm	Kernel Matrix Using Linear Kernel
mdbw	Bandwidth of the Gaussian kernel
medc	A helper function
mvnod	A helper function
ranuf	A helper function
rkcca	Robust kernel canonical correlation analysis
rkcco	Robust kernel cross-covariance opetator
rkcm	Robsut Kernel Center Matrix
rlogit	A helper fuction
snpfmridata	An example of imaging genetics data to calcualte influential observations from two view data
snpfmrimth3D	An example of imaging genetics and epi-genetics data to calcualte influential observations from three view data
udtd	A helper function