handD: Hand ratation data

In ider: Various Methods for Estimating Intrinsic Dimension

Hand ratation data

Description

Data from a QTL experiment on gravitropism in Arabidopsis, with data on 162 recombinant inbred lines (Ler x Cvi). The outcome is the root tip angle (in degrees) at two-minute increments over eight hours.

Usage

data(handD)

Format

An object of class 'dist'.

References

E. Levina and P. J. Bickel. Maximum likelihood estimation of intrinsic dimension. Advances in Neural Information Processing Systems 17, 2005.

B. Kegl. Intrinsic dimension estimation using packing numbers. Advances in Neural Information Processing Systems 15, 2002.

H. Hino, J. Fujiki, S. Akaho, and N. Murata, 'Local Intrinsic Dimension Estimation by Generalized Linear Modeling', Neural Computation, 2017

Examples

data(handD)
estmle <- lbmle(x=handD,DM=TRUE,k1=5,k2=10)
print(estmle)

ider documentation built on Feb. 16, 2023, 10:14 p.m.