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").

Author
Ravi Varadhan
Date of publication
2016-08-18 23:27:39
Maintainer
Ravi Varadhan <ravi.varadhan@jhu.edu>
License
GPL (>= 2)
Version
2016.8-2
URLs

View on CRAN

Man pages

fpiter
Fixed-Point Iteration Scheme
internal
Internal functions for SQUAREM
squarem
Squared Extrapolation Methods for Accelerating...

Files in this package

SQUAREM
SQUAREM/inst
SQUAREM/inst/doc
SQUAREM/inst/doc/SQUAREM.R
SQUAREM/inst/doc/SQUAREM.Rnw
SQUAREM/inst/doc/SQUAREM.pdf
SQUAREM/tests
SQUAREM/tests/Hasselblad1969.R
SQUAREM/NAMESPACE
SQUAREM/demo
SQUAREM/demo/intcensoring.R
SQUAREM/demo/poissonmix.R
SQUAREM/demo/squarem.R
SQUAREM/demo/mmlogistic.R
SQUAREM/demo/factoranalysis.R
SQUAREM/demo/00Index
SQUAREM/NEWS
SQUAREM/R
SQUAREM/R/squarem.R
SQUAREM/vignettes
SQUAREM/vignettes/SQUAREM.Rnw
SQUAREM/MD5
SQUAREM/build
SQUAREM/build/vignette.rds
SQUAREM/DESCRIPTION
SQUAREM/man
SQUAREM/man/squarem.Rd
SQUAREM/man/internal.Rd
SQUAREM/man/fpiter.Rd