SQUAREM

Squared Extrapolation Methods for Accelerating EM-Like Monotone Algorithms

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").

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Description file content

Package
SQUAREM
Version
2020.1
Date
2020-01-13
Title
Squared Extrapolation Methods for Accelerating EM-Like Monotone Algorithms
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").
Depends
R (>= 3.0)
Suggests
setRNG
LazyLoad
yes
License
GPL (>= 2)
Author
Ravi Varadhan
Maintainer
Ravi Varadhan
URL
Repository
CRAN
NeedsCompilation
no
Packaged
2020-01-13 15:25:23 UTC; rvaradh1
Date/Publication
2020-01-13 19:20:11 UTC

install.packages('SQUAREM')

2020.1

11 days ago

Ravi Varadhan

GPL (>= 2)

Depends on

R (>= 3.0)

Suggests

setRNG

Discussions