CompRandFld: Composite-Likelihood Based Analysis of Random Fields

A set of procedures for the analysis of Random Fields using likelihood and non-standard likelihood methods is provided. Spatial analysis often involves dealing with large dataset. Therefore even simple studies may be too computationally demanding. Composite likelihood inference is emerging as a useful tool for mitigating such computational problems. This methodology shows satisfactory results when compared with other techniques such as the tapering method. Moreover, composite likelihood (and related quantities) have some useful properties similar to those of the standard likelihood.

Getting started

Package details

AuthorSimone Padoan[aut, cre] <[email protected]>, Moreno Bevilacqua[aut] <[email protected]>
MaintainerSimone Padoan <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the CompRandFld package in your browser

Any scripts or data that you put into this service are public.

CompRandFld documentation built on June 8, 2018, 5:03 p.m.