adapt_BS_PF: Bootstrap Particle Filter Adaptation

View source: R/adapt_BS_PF.R

adapt_BS_PFR Documentation

Bootstrap Particle Filter Adaptation

Description

Adapts the number of particles used in a given bootstrap particle filter to give adequate performance.

Usage

adapt_BS_PF(K0 = 10, particleFilter, theta, alpha)

Arguments

particleFilter

A function which carries out Particle Filter sampling.

theta

Epidemic parameters to be passed on to particleFilter

alpha

Observational parameters to be passed on to particleFilter

K_0

Initial number of particles.

Value

Returns number of particles which gives adequate variance of the log-estimate.


JMacDonaldPhD/REpi documentation built on Aug. 2, 2022, 2:09 p.m.