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.

Author | Sebastian Dümcke <duemcke@mpipz.mpg.de> |

Date of publication | 2014-09-11 17:03:09 |

Maintainer | Sebastian Dümcke <duemcke@mpipz.mpg.de> |

License | GPL (>= 3) |

Version | 2.0 |

**benchmark.patchwork.copula:** Benchmark function for a new type of non-functional...

**calculate.power:** Calculate power at a given significance level

**generate.benchmark.data:** Generating functional dependencies

**generate.patchwork.copula:** Generate data from a non-functional dependence

**generate.paths:** Generate all nearest neighbours distances for one point in a...

**generate.roc:** Generate ROC curve data

**knnIndep-package:** A package giving the formulas of an exact distribution of ith...

**novelTest.chisq:** A novel test of independence

**novelTest.extreme:** A novel test of independence

**optimise.copula.mi:** optimize the parameter 'c' of 'generate.patchwork.copula'

**parameters:** Central probabilty

**P_ceq:** Probability of observing the ith nearest neighbour at the...

**P_cge_aeq:** Probability of observing the ith nearest neighbour at a...

**P_cge_ale:** Probability of observing the ith nearest neighbour at a...

**Pc_givena:** Probability of observing the ith nearest neighbour at...

**Pc_givena4nn:** Probability of observing the ith nearest neighbour at...

**P_di:** Probability distribution of the distance to the ith nearest...

**power.plot:** Plot power of benchmarked tests of independence

**roc.plot:** Plot a ROC

**run.tests:** Run several tests of independence on a benchmark of different...

knnIndep

knnIndep/NAMESPACE

knnIndep/R

knnIndep/R/run.tests.R
knnIndep/R/benchmark.patchwork.copula.R
knnIndep/R/calculate.power.R
knnIndep/R/roc.plot.R
knnIndep/R/optimise.copula.mi.R
knnIndep/R/P_cge_ale.R
knnIndep/R/generate.benchmark.data.R
knnIndep/R/P_di.R
knnIndep/R/P_cge_aeq.R
knnIndep/R/novelTest.extreme.R
knnIndep/R/Pc_givena.R
knnIndep/R/generate.patchwork.copula.R
knnIndep/R/power.plot.R
knnIndep/R/Pc_givena4nn.R
knnIndep/R/generate.roc.R
knnIndep/R/novelTest.extreme4nn.R
knnIndep/R/generate.paths.R
knnIndep/R/novelTest.chisq4nn.R
knnIndep/R/novelTest.chisq.R
knnIndep/R/parameters.R
knnIndep/R/P_ceq.R
knnIndep/MD5

knnIndep/DESCRIPTION

knnIndep/man

knnIndep/man/generate.patchwork.copula.Rd
knnIndep/man/optimise.copula.mi.Rd
knnIndep/man/P_cge_aeq.Rd
knnIndep/man/calculate.power.Rd
knnIndep/man/roc.plot.Rd
knnIndep/man/run.tests.Rd
knnIndep/man/generate.paths.Rd
knnIndep/man/P_di.Rd
knnIndep/man/Pc_givena4nn.Rd
knnIndep/man/parameters.Rd
knnIndep/man/P_cge_ale.Rd
knnIndep/man/knnIndep-package.Rd
knnIndep/man/novelTest.chisq.Rd
knnIndep/man/benchmark.patchwork.copula.Rd
knnIndep/man/P_ceq.Rd
knnIndep/man/novelTest.extreme.Rd
knnIndep/man/generate.roc.Rd
knnIndep/man/generate.benchmark.data.Rd
knnIndep/man/power.plot.Rd
knnIndep/man/Pc_givena.Rd
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