novelTest.chisq: A novel test of independence
In knnIndep: Independence tests and benchmarks
Description
Usage
Arguments
Value
Author(s)
Examples
Description
This function implements a novel test of independence of bivariate data. It is based on the formula of the exact distribution of the ith
nearest neighbour given the previous nearest neighbour (see Pc_givena).
Usage
1
novelTest.chisq(xdata, ydata, maxi = length(xdata) - 1)
Arguments
xdata
first dimension of data
ydata
second dimension of data
maxi
up to which ith nearest neighbour to consider
Value
This function returns an object of class htest with:
statistic
The value of the statistic
p.value
p-value of the test
Author(s)
Sebastian Dümcke duemcke@mpipz.mpg.de
Examples
1
2
3
4
5
set.seed(10)
xylist = generate.benchmark.data(7,.3,100)
x = runif(100)
novelTest.chisq(x,xylist$y,maxi=20)
novelTest.chisq(xylist$x,xylist$y,maxi=20)
knnIndep documentation built on May 2, 2019, 3:23 a.m.
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Description Usage Arguments Value Author(s) Examples
Description
This function implements a novel test of independence of bivariate data. It is based on the formula of the exact distribution of the ith
nearest neighbour given the previous nearest neighbour (see Pc_givena).
Usage
1 | novelTest.chisq(xdata, ydata, maxi = length(xdata) - 1)
|
Arguments
xdata |
first dimension of data |
ydata |
second dimension of data |
maxi |
up to which ith nearest neighbour to consider |
Value
This function returns an object of class htest with:
statistic |
The value of the statistic |
p.value |
p-value of the test |
Author(s)
Sebastian Dümcke duemcke@mpipz.mpg.de
Examples
1 2 3 4 5 | set.seed(10)
xylist = generate.benchmark.data(7,.3,100)
x = runif(100)
novelTest.chisq(x,xylist$y,maxi=20)
novelTest.chisq(xylist$x,xylist$y,maxi=20)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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