Other packages > Find by keyword >

probout  

Unsupervised Multivariate Outlier Probabilities for Large Datasets
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("probout", "1.1.2")



Attach the package and use:
library("probout")
Maintained by
Chris Fraley
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-06
Latest Update: 2022-02-11
Description:
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations from a nonparametric outlier statistic.
How to cite:
Chris Fraley (2017). probout: Unsupervised Multivariate Outlier Probabilities for Large Datasets. R package version 1.1.2, https://cran.r-project.org/web/packages/probout. Accessed 16 Apr. 2025.
Previous versions and publish date:
1.0 (2017-11-06 17:43), 1.1.1 (2018-01-05 18:41)
Other packages that cited probout R package
View probout citation profile
Other R packages that probout depends, imports, suggests or enhances
Complete documentation for probout
Functions, R codes and Examples using the probout R package
Some associated functions: LWradius . OutlierStatistic . allProb . leader . logdens . partProb . simData . 
Some associated R codes: LWradius.R . OutlierStatistic.R . allProb.R . leader.R . logdens.R . partProb.R . simData.R .  Full probout package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

hkclustering  
Ensemble Clustering using K Means and Hierarchical Clustering
Implements an ensemble algorithm for clustering combining a k-means and a hierarchical clustering ap ...
Download / Learn more Package Citations See dependency  
MM4LMM  
Inference of Linear Mixed Models Through MM Algorithm
The main function MMEst() performs (Restricted) Maximum Likelihood in a variance component mixed mod ...
Download / Learn more Package Citations See dependency  
datadictionary  
Create a Data Dictionary
Creates a data dictionary from any dataframe or tibble in your R environment. You can opt to add va ...
Download / Learn more Package Citations See dependency  
apache.sedona  
R Interface for Apache Sedona
R interface for 'Apache Sedona' based on 'sparklyr' (). ...
Download / Learn more Package Citations See dependency  
MultiKink  
Estimation and Inference for Multi-Kink Quantile Regression
Estimation and inference for multiple kink quantile regression for longitudinal data and the i.i.d d ...
Download / Learn more Package Citations See dependency  
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  

24,012

R Packages

207,311

Dependencies

64,993

Author Associations

24,013

Publication Badges

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