turboEM: A Suite of Convergence Acceleration Schemes for EM, MM and other fixed-point algorithms

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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").

Author
Jennifer F. Bobb [aut], Ravi Varadhan [aut, cre], Hui Zhao [ctb]
Date of publication
2014-08-29 19:04:02
Maintainer
Ravi Varadhan <ravi.varadhan@jhu.edu>
License
GPL-2
Version
2014.8-1
URLs

View on CRAN

Man pages

implants
Fetal Death in Mice
internal
Internal functions for turboEM
parties
Political Parties
psychfactors
Psychiatric Test Correlations
rats
Population Growth of Rats
turbo
Methods for objects of class "turbo"
turboem
A suite of acceleration schemes for fixed-point iterations
turboSim
Conduct benchmark studies of EM accelerator
turbosimMethods
Methods for objects of class "turbosim"
votes
Roll Call Votes

Files in this package

turboEM
turboEM/inst
turboEM/inst/doc
turboEM/inst/doc/turboEM.R
turboEM/inst/doc/turboEM.pdf
turboEM/inst/doc/turboEM.Rnw
turboEM/NAMESPACE
turboEM/NEWS
turboEM/data
turboEM/data/parties.RData
turboEM/data/psychfactors.RData
turboEM/data/implants.RData
turboEM/data/votes.RData
turboEM/data/rats.RData
turboEM/R
turboEM/R/turboem.R
turboEM/R/turboSim.R
turboEM/R/turbosimMethods.R
turboEM/R/turboClassMethods.R
turboEM/vignettes
turboEM/vignettes/turboEM.Rnw
turboEM/MD5
turboEM/DESCRIPTION
turboEM/man
turboEM/man/turbo.Rd
turboEM/man/turboem.Rd
turboEM/man/psychfactors.Rd
turboEM/man/rats.Rd
turboEM/man/turbosimMethods.Rd
turboEM/man/internal.Rd
turboEM/man/turboSim.Rd
turboEM/man/implants.Rd
turboEM/man/parties.Rd
turboEM/man/votes.Rd