turboEM

A Suite of Convergence Acceleration Schemes for EM, MM and Other Fixed-Point Algorithms

Algorithms for accelerating the convergence of slow, monotone sequences from smooth, contraction mapping such as the EM and MM algorithms. 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("turboEM").

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Description file content

Package
turboEM
Title
A Suite of Convergence Acceleration Schemes for EM, MM and Other Fixed-Point Algorithms
Description
Algorithms for accelerating the convergence of slow, monotone sequences from smooth, contraction mapping such as the EM and MM algorithms. 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("turboEM").
Depends
R (>= 2.12.0), doParallel, foreach, numDeriv, quantreg
Imports
iterators
Suggests
setRNG
Version
2020.1
LazyLoad
yes
License
GPL-2
Author
Jennifer F. Bobb [aut], Ravi Varadhan [aut, cre], Hui Zhao [ctb]
Maintainer
Ravi Varadhan
URL
Repository
CRAN
Packaged
2020-01-13 15:33:58 UTC; rvaradh1
NeedsCompilation
no
Date/Publication
2020-01-13 16:40:02 UTC

install.packages('turboEM')

2020.1

11 days ago

Ravi Varadhan

GPL-2

Depends on

R (>= 2.12.0), doParallel, foreach, numDeriv, quantreg

Imports

iterators

Suggests

setRNG

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