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smcUtils: Utility functions for sequential Monte Carlo
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.
Getting started
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Package details |
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| Author | Author: Jarad Niemi |
| Maintainer | Jarad Niemi <niemi@iastate.edu> |
| License | GPL-3 |
| Version | 0.2.2 |
| URL | https://github.com/jarad/smcUtils |
| Package repository | View on CRAN |
| Installation |
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