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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 08 Apr. 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
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