Various Methods for Estimating Intrinsic Dimension

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Documentation for package ‘ider’ version 0.1.1

• DESCRIPTION file.
• Package NEWS.

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ider-package	Algorithms for Estimating Intrinsic Dimensions.
convU	Intrinsic Dimension Estimation with Convergence Property of a U-statistics.
corint	Intrinsic Dimension Estimation with Correlation Integral
gendata	Data generator for intrinsic dimension estimation.
handD	Hand ratation data
ider	Algorithms for Estimating Intrinsic Dimensions.
lbmle	Maximum Likelihood Estimation of Intrinsic Dimension.
mada	Manifold-Adaptive Local Dimension Estimation.
nni	Intrinsic Dimensionality Estimation from Near-Neighbor Information.
pack	Intrinsic Dimension Estimation Using Packing Numbers.
side	Higher-order Local Information Dimension Estimator.