Description Usage Arguments Value References
Initialize the ABC algorithm using the method of Sedki et al. (2013)
1 |
y |
A vector of observed pixel data. |
neighbors |
A matrix of all neighbours in the lattice, one row per pixel. |
blocks |
A list of pixel indices, dividing the lattice into independent blocks. |
param |
A list of options for the ABC-SMC algorithm. |
priors |
A list of priors for the parameters of the model. |
A matrix containing SMC samples for the parameters of the Potts model.
Sedki, M.; Pudlo, P.; Marin, J.-M.; Robert, C. P. & Cornuet, J.-M. (2013) "Efficient learning in ABC algorithms" arXiv:1210.1388
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