medhaaga/quasiNewtonMM: Quasi-Newton acceleration scheme for MM algorithms

Given a slow monotonous fixed-point iteration method (like MM algorithm), this package implements the Broyden's quasi-Newton method based acceleration scheme for fast-convergence. It finds root of MM residual function and differs from Broyden's quasi-Newton method in secant approximation that uses information from MM algorithm map.

Getting started

Package details

MaintainerMedha Agarwal <medhaaga@gmail.com>
LicenseGPL (>=2)
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("medhaaga/quasiNewtonMM")
medhaaga/quasiNewtonMM documentation built on Aug. 11, 2022, 11:02 p.m.