testResample {bayesImageS} | R Documentation |

## Test the residual resampling algorithm.

### Description

Test the residual resampling algorithm.

### Usage

```
testResample(values, weights, pseudo)
```

### Arguments

`values` |
A vector of SMC particles. |

`weights` |
A vector of importance weights for each particle. |

`pseudo` |
A matrix of pseudo-data for each particle. |

### Value

A list containing the following elements:

`beta`

A vector of resampled particles.

`wt`

The new importance weights, after resampling.

`pseudo`

A matrix of pseudo-data for each particle.

`idx`

The indices of the parents of the resampled particles.

### References

Liu, J. S. & Chen, R. (1998) "Sequential Monte Carlo Methods for Dynamic Systems"
*J. Am. Stat. Assoc.* **93**(443): 1032–1044, DOI: doi: 10.1080/01621459.1998.10473765

[Package

*bayesImageS*version 0.6-1 Index]