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UPMASK
View on CRAN: Click
here
Download and install UPMASK package within the R console
Install from CRAN:
install.packages("UPMASK")
Install from Github:
library("remotes")
install_github("cran/UPMASK")
Install by package version:
library("remotes")
install_version("UPMASK", "1.2")
Attach the package and use:
library("UPMASK")
Maintained by
Alberto Krone-Martins
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-09-16
Latest Update: 2019-02-01
Description:
An implementation of the UPMASK method for performing membership assignment in stellar clusters in R. It is prepared to use photometry and spatial positions, but it can take into account other types of data. The method is able to take into account arbitrary error models, and it is unsupervised, data-driven, physical-model-free and relies on as few assumptions as possible. The approach followed for membership assessment is based on an iterative process, dimensionality reduction, a clustering algorithm and a kernel density estimation.
How to cite:
Alberto Krone-Martins (2014). UPMASK: Unsupervised Photometric Membership Assignment in Stellar Clusters. R package version 1.2, https://cran.r-project.org/web/packages/UPMASK
Previous versions and publish date:
Other packages that cited UPMASK R package
View UPMASK citation profile
Other R packages that UPMASK depends,
imports, suggests or enhances
Functions, R codes and Examples using
the UPMASK R package
Some associated functions: UPMASK-package . UPMASKdata . UPMASKfile . analyse_randomKde2d . analyse_randomKde2d_AutoCalibrated . analyse_randomKde2d_smart . create_randomKde2d . create_smartTable . getStarsAtHighestDensityRegion . innerLoop . kde2dForSubset . meanThreeSigRej . outerLoop . performCuts . takeErrorsIntoAccount .
Some associated R codes: UPMASKdata.R . UPMASKfile.R . analyse_randomKde2d.R . analyse_randomKde2d_AutoCalibrated.R . analyse_randomKde2d_smart.R . create_randomKde2d.R . create_smartTable.R . getStarsAtHighDensityRegion.R . innerLoop.R . kde2dForSubset.R . meanThreeSigRej.R . outerLoop.R . performCuts.R . takeErrorsIntoAccount.R . Full UPMASK package functions and examples
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