Graph spatial sampling
Methodology
2022-05-16 v2
Abstract
We develop lagged Metropolis-Hastings walk for sampling from simple undirected graphs according to given stationary sampling probabilities. We explain how to apply the technique together with designed graphs for sampling of units-in-space. We illustrate that the proposed graph spatial sampling approach can be more flexible for improving the design efficiency compared to the existing spatial sampling methods.
Cite
@article{arxiv.2203.11734,
title = {Graph spatial sampling},
author = {Li-Chun Zhang},
journal= {arXiv preprint arXiv:2203.11734},
year = {2022}
}