Last data update: 2014.03.03

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squarem (Package: SQUAREM) : Squared Extrapolation Methods for Accelerating Slowly-Convergent

Globally-convergent, partially monotone, acceleration schemes for accelerating the convergence of any smooth, monotone, slowly-converging contraction mapping. It can be used to accelerate the convergence of a wide variety of iterations including the expectation-maximization (EM) algorithms and its variants, majorization-minimization (MM) algorithm, power method for dominant eigenvalue-eigenvector, Google's page-rank algorithm, and multi-dimensional scaling.
● Data Source: CranContrib
● Keywords: optimization, EM algorithm
● Alias: squarem
● 0 images

internal (Package: SQUAREM) : Internal functions for SQUAREM

SQUAREM functions not to be called by users.
● Data Source: CranContrib
● Keywords: internal
● Alias: cyclem1, cyclem2, squarem1, squarem2
● 0 images

fpiter (Package: SQUAREM) : Fixed-Point Iteration Scheme

A function to implement the fixed-point iteration algorithm. This includes monotone, contraction mappings including EM and MM algorithms
● Data Source: CranContrib
● Keywords: optimization, EM algorithm
● Alias: fpiter
● 0 images