Other packages > Find by keyword >

SQUAREM  

Squared Extrapolation Methods for Accelerating EM-Like Monotone Algorithms
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SQUAREM", "2021.1")



Attach the package and use:
library("SQUAREM")
Maintained by
Ravi Varadhan
[Scholar Profile | Author Map]
First Published: 2010-08-08
Latest Update: 2021-01-13
Description:
Algorithms for accelerating the convergence of slow, monotone sequences from smooth, contraction mapping such as the EM algorithm. It can be used to accelerate any smooth, linearly convergent acceleration scheme.A tutorial style introduction to this package is available in a vignette on the CRAN download page or, when the package is loaded in an R session, with vignette("SQUAREM"). Refer to the J Stat Software article: <doi:10.18637/jss.v092.i07>.
How to cite:
Ravi Varadhan (2010). SQUAREM: Squared Extrapolation Methods for Accelerating EM-Like Monotone Algorithms. R package version 2021.1, https://cran.r-project.org/web/packages/SQUAREM. Accessed 01 May. 2025.
Previous versions and publish date:
2010.8-1 (2010-08-08 20:54), 2010.8-2 (2010-08-09 18:39), 2010.9-1 (2010-09-26 20:14), 2010.12-1 (2011-01-03 13:28), 2012.7-1 (2012-07-26 18:20), 2014.8-1 (2014-08-29 00:45), 2016.8-1 (2016-08-12 23:58), 2016.8-2 (2016-08-18 23:27), 2017.10-1 (2017-10-08 01:39), 2020.1 (2020-01-13 20:20), 2020.2 (2020-02-21 19:10), 2020.3 (2020-06-05 07:20), 2020.4 (2020-08-26 18:11), 2020.5 (2020-10-21 23:00)
Other packages that cited SQUAREM R package
View SQUAREM citation profile
Other R packages that SQUAREM depends, imports, suggests or enhances
Complete documentation for SQUAREM
Functions, R codes and Examples using the SQUAREM R package
Some associated functions: fpiter . internal . squarem . 
Some associated R codes: squarem.R .  Full SQUAREM package functions and examples
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for SQUAREM30003500400045005000550060006500TrendBars

Today's Hot Picks in Authors and Packages

dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
geofabrik  
Downloading Open Street Map Data
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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