| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 4687755 | Journal of China University of Geosciences | 2008 | 7 Pages |
Abstract
Indicator kriging (IK) is a spatial interpolation technique devised for estimating a conditional cumulative distribution function at an unsampled location. The result is a discrete approximation, and its corresponding estimated probability density function can be viewed as a composition in the simplex. This fact suggested a compositional approach to IK which, by construction, avoids all its standard drawbacks (negative predictions, not-ordered or larger than one). Here, a simple algorithm to develop the procedure is presented.
Related Topics
Physical Sciences and Engineering
Earth and Planetary Sciences
Earth-Surface Processes
Authors
R Tolosana-Delgado, V Pawlowsky-Glahn, JJ Egozcue,