Other packages > Find by keyword >

intrinsicDimension  

Intrinsic Dimension Estimation
View on CRAN: Click here


Download and install intrinsicDimension package within the R console
Install from CRAN:
install.packages("intrinsicDimension")

Install from Github:
library("remotes")
install_github("cran/intrinsicDimension")

Install by package version:
library("remotes")
install_version("intrinsicDimension", "1.2.0")



Attach the package and use:
library("intrinsicDimension")
Maintained by
Kerstin Johnsson
[Scholar Profile | Author Map]
First Published: 2017-11-26
Latest Update: 2019-06-07
Description:
A variety of methods for estimating intrinsic dimension of data sets (i.e the manifold or Hausdorff dimension of the support of the distribution that generated the data) as reviewed in Johnsson, K. (2016, ISBN:978-91-7623-921-6) and Johnsson, K., Soneson, C. and Fontes, M. (2015) . Furthermore, to evaluate the performance of these estimators, functions for generating data sets with given intrinsic dimensions are provided.
How to cite:
Kerstin Johnsson (2017). intrinsicDimension: Intrinsic Dimension Estimation. R package version 1.2.0, https://cran.r-project.org/web/packages/intrinsicDimension. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.1.0 (2017-11-26 17:42)
Other packages that cited intrinsicDimension R package
View intrinsicDimension citation profile
Other R packages that intrinsicDimension depends, imports, suggests or enhances
Complete documentation for intrinsicDimension
Functions, R codes and Examples using the intrinsicDimension R package
Some associated functions: DANCo . ESS . M_hein . Noisefun . Spherical . addNoise . asPointwise . bs . cornerPlane . cuthplane . cuthsphere . essReference . hcube . ide . intrinsicDimension-package . kNN . lpca . maxLik . neighborhoods . oblong . swissRoll . twinPeaks . 
Some associated R codes: DANCo.R . DANCoCalibrationData.R . DimEst.R . ESS.R . bs.R . fRr_approx.R . ide.R . kNN.R . make_vec.R . maxLik.R . myKummer.R . noise_fun.R . pcaest.R . pointwise.R .  Full intrinsicDimension package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for intrinsicDimension1015202530354045TrendBars

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA