Other packages > Find by keyword >

Thresher  

Threshing and Reaping for Principal Components
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Thresher", "1.1.5")



Attach the package and use:
library("Thresher")
Maintained by
Kevin R. Coombes
[Scholar Profile | Author Map]
First Published: 2018-04-11
Latest Update: 2019-12-17
Description:
Defines the classes used to identify outliers (threshing) and compute the number of significant principal components and number of clusters (reaping) in a joint application of PCA and hierarchical clustering. See Wang et al., 2018, <doi:10.1186/s12859-017-1998-9>.
How to cite:
Kevin R. Coombes (2018). Thresher: Threshing and Reaping for Principal Components. R package version 1.1.5, https://cran.r-project.org/web/packages/Thresher. Accessed 08 May. 2025.
Previous versions and publish date:
0.12.3 (2018-04-11 10:12), 1.0.2 (2018-10-17 17:30), 1.1.0 (2019-03-07 16:42), 1.1.1 (2019-04-23 18:20), 1.1.2 (2019-05-06 20:30), 1.1.3 (2019-12-17 20:00), 1.1.4 (2024-04-28 18:00)
Other packages that cited Thresher R package
View Thresher citation profile
Other R packages that Thresher depends, imports, suggests or enhances
Complete documentation for Thresher
Functions, R codes and Examples using the Thresher R package
Some associated functions: 00-generic-methods . 01-dataObjects . Reaper-class . SignalSet-class . SimThresher-class . Thresher-class . fit-or-miss-class . matchLabels . unitize . 
Some associated R codes: 01-labelMatcher.R . 02-thresher.R . 03-SimThesher.R . 04-reaper.R .  Full Thresher package functions and examples
Downloads during the last 30 days
04/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/06Downloads for Thresher051015202530354045505560TrendBars

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency  
trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  
MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
Download / Learn more Package Citations See dependency  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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