R: Intrinsic Dimension Estimation

# Intrinsic Dimension Estimation

## Documentation for package ‘intrinsicDimension’ version 1.2.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

addNoise | Add Noise to Data Set
asPointwiseEstimator | Turn a local estimator into a pointwise estimator
cornerPlane | Corner Plane
cutHyperPlane | Piece of Noisy Hyperplane
cutHyperSphere | Piece of Noisy Hypersphere
dancoDimEst | Dimension Estimation With the DANCo and MIND Methods
dnoiseGaussH | Transition Functions Describing Noise
dnoiseNcChi | Transition Functions Describing Noise
essLocalDimEst | Expected Simplex Skewness Local Dimension Estimation
essReference | ESS Reference Values
globalIntrinsicDimension | Intrinsic Dimension Estimation
hill | Dimension Estimation via Translated Poisson Distributions
hyperBall | Isotropic Distributions With or Without Noise
hyperCube | Hypercube
hyperCubeEdges | Hypercube
hyperCubeFaces | Hypercube
hyperSphere | Isotropic Distributions With or Without Noise
hyperTwinPeaks | Twin Peaks
intrinsicDimension | Intrinsic Dimension Estimation and Data on Manifolds
isotropicNormal | Isotropic Distributions With or Without Noise
knnDimEst | Dimension Estimation from kNN Distances
localIntrinsicDimension | Intrinsic Dimension Estimation
m14Manifold | Manifolds from Rozza et al. (2012)
m15Manifold | Manifolds from Rozza et al. (2012)
maxLikGlobalDimEst | Dimension Estimation via Translated Poisson Distributions
maxLikLocalDimEst | Dimension Estimation via Translated Poisson Distributions
maxLikPointwiseDimEst | Dimension Estimation via Translated Poisson Distributions
mHeinManifold | 12-dimensional manifold from Hein and Audibert (2005)
neighborhoods | Obtaining neighborhoods (local data) from a data set
oblongNormal | Oblong Normal Distribution
pcaLocalDimEst | Local Dimension Estimation with PCA
pcaOtpmPointwiseDimEst | Dimension Estimation With Optimally Topology Preserving Maps
pointwiseIntrinsicDimension | Intrinsic Dimension Estimation
swissRoll | Swiss roll with or without 3-sphere inside
swissRoll3Sph | Swiss roll with or without 3-sphere inside
twinPeaks | Twin Peaks