SQUAREM: Squared Extrapolation Methods for Accelerating EM-Like Monotone Algorithms (original) (raw)
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>.
| Version: | 2021.1 |
|---|---|
| Depends: | R (≥ 3.0) |
| Suggests: | setRNG |
| Published: | 2021-01-13 |
| DOI: | 10.32614/CRAN.package.SQUAREM |
| Author: | Ravi Varadhan |
| Maintainer: | Ravi Varadhan <ravi.varadhan at jhu.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://coah.jhu.edu/people/Faculty_personal_Pages/Varadhan.html |
| NeedsCompilation: | no |
| Citation: | SQUAREM citation info |
| Materials: | |
| In views: | NumericalMathematics |
| CRAN checks: | SQUAREM results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | GNE |
|---|---|
| Reverse imports: | ashr, atena, birdie, codalm, INTACT, INTRIGUE, lava, reReg, spef, templateICAr, tranSurv |
| Reverse suggests: | BayesfMRI, FixedPoint |
Linking:
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