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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").
| Version: | 2021.1 |
| Depends: | R (≥ 2.12.0), doParallel, foreach, numDeriv, quantreg |
| Imports: | iterators |
| Suggests: | setRNG |
| Published: | 2021-08-05 |
| DOI: | 10.32614/CRAN.package.turboEM |
| Author: | Jennifer F. Bobb [aut], Ravi Varadhan [aut, cre], Hui Zhao [ctb] |
| Maintainer: | Ravi Varadhan <ravi.varadhan at jhu.edu> |
| License: | GPL-2 |
| URL: | https://coah.jhu.edu/people/Faculty_personal_Pages/Varadhan.html |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | NumericalMathematics |
| CRAN checks: | turboEM results |
| Reference manual: | turboEM.pdf |
| Vignettes: |
turboEM Tutorial |
| Package source: | turboEM_2021.1.tar.gz |
| Windows binaries: | r-devel: turboEM_2021.1.zip, r-release: turboEM_2021.1.zip, r-oldrel: turboEM_2021.1.zip |
| macOS binaries: | r-release (arm64): turboEM_2021.1.tgz, r-oldrel (arm64): turboEM_2021.1.tgz, r-release (x86_64): turboEM_2021.1.tgz, r-oldrel (x86_64): turboEM_2021.1.tgz |
| Old sources: | turboEM archive |
| Reverse depends: | SpatialVx |
| Reverse imports: | addreg, COMBO, COMMA, logbin |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.