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turboEM (version 2025.1)

A Suite of Convergence Acceleration Schemes for EM, MM and Other Fixed-Point Algorithms

Description

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").

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Version

Install

install.packages('turboEM')

Monthly Downloads

508

Version

2025.1

License

GPL-2

Maintainer

Ravi Varadhan

Last Published

April 13th, 2025

Functions in turboEM (2025.1)

internal

Internal functions for turboEM
turboem

A suite of acceleration schemes for fixed-point iterations
turbosim

Methods for objects of class "turbosim"
turboSim

Conduct benchmark studies of EM accelerator
turbo

Methods for objects of class "turbo"
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Population Growth of Rats
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Roll Call Votes
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Psychiatric Test Correlations
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