knnIndep-package

knnIndep


This package provides the formulas to calculate the probability of observing the ith 
nearest neighbour given the (i-1)th nearest neighbour. Additionally this formulas is used in 
independence testing and this package provides implementations for two tests of independence 
<code><a rd-options="" href="/link/novelTest.chisq?package=knnIndep&version=2.0" data-mini-rdoc="knnIndep::novelTest.chisq">novelTest.chisq</a></code> and <code><a rd-options="" href="/link/novelTest.extreme?package=knnIndep&version=2.0" data-mini-rdoc="knnIndep::novelTest.extreme">novelTest.extreme</a></code>.<p></p><p>This package also provides a mean to benchmark test for independence on many 
different type of functional dependences and a new type of non-functional dependence.
</p>

 package

This package provides the implementation of an exact formula of the
ith nearest neighbour distance distribution and implementations of tests of
independence based on that formula. Furthermore the package provides a
general framework to benchmark tests of independence.

knnIndep-package: A package giving the formulas of an exact distribution of ith nearest neighbours and two associated tests for independence

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