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smcUtils (version 0.2.2)

Utility functions for sequential Monte Carlo

Description

Provides resampling functions (stratified, residual, multinomial, systematic, and branching), measures of weight uniformity (coefficient of variation, effective sample size, and entropy), and a weight renormalizing function.

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Install

install.packages('smcUtils')

Monthly Downloads

8

Version

0.2.2

License

GPL-3

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Maintainer

Jarad Niemi

Last Published

February 25th, 2013

Functions in smcUtils (0.2.2)

Unbiased resampling

Resampling functions
renormalize

Renormalize weights
resample

Resample
renormalize.weights-deprecated

Renormalize weights
smcUtils-package

Provides utility functions for sequential Monte Carlo.
smcUtils-deprecated

Deprecated Functions in Package smcUtils
ess.weights

Measures of weight non-uniformity
renormalize.weights

Renormalize weights