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SI (version 0.2.0)

Stochastic Integrating

Description

An implementation of four stochastic methods of integrating in R, including: 1. Stochastic Point Method (or Monte Carlo Method); 2. Mean Value Method; 3. Important Sampling Method; 4. Stratified Sampling Method. It can be used to estimate one-dimension or multi-dimension integration by Monte Carlo methods. And the estimated variance (precision) is given. Reference: Caflisch, R. E. (1998) .

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Version

Install

install.packages('SI')

Version

0.2.0

License

GPL

Maintainer

Last Published

September 23rd, 2018

Functions in SI (0.2.0)

SI.SSM

Stratified Sampling Method
SI.ISM

Important Sampling Method
SI.MVM

Mean Value Method
SI.SPM

Stochastic Point Method