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SQUAREM (version 2012.7-1)

Squared extrapolation methods for accelerating fixed-point iterations

Description

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").

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Version

Install

install.packages('SQUAREM')

Monthly Downloads

110,243

Version

2012.7-1

License

GPL (>= 2)

Maintainer

Ravi Varadhan

Last Published

July 26th, 2012

Functions in SQUAREM (2012.7-1)

internal

Internal functions for SQUAREM
fpiter

Fixed-Point Iteration Scheme
squarem

Squared Extrapolation Methods for Accelerating Slowly-Convergent Fixed-Point Iterations