Random Fields, Nonparametric Methods
Statistical Theory and Methods
Published Online: 15 JAN 2013
Copyright © 2002 John Wiley & Sons, Ltd
Encyclopedia of Environmetrics
How to Cite
Tjøstheim, D. 2013. Random Fields, Nonparametric Methods. Encyclopedia of Environmetrics. 5.
- Published Online: 15 JAN 2013
An overview is given of nonparametric methods in random fields including estimation of the density, the autocovariance, the specrum, and nonlinear additive models. The difference between expanding domain asymptotics and infill asymptotics is highlighted. Throughout the article similarities and differences relative to time series modeling are pinpointed.
- additive model;
- regular grid;