Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4687759 | Journal of China University of Geosciences | 2008 | 4 Pages |
Abstract
The indicator kriging (IK) is one of the most efficient nonparametric methods in geo-statistics. The order relation problem in the conditional cumulative distribution values obtained by IK is the most severe drawback of it. The correction of order relation deviations is an essential and important part of IK approach. A monotone regression was proposed as a new correction method which could minimize the deviation from original quintiles value, although, ensuring all order relations.
Keywords
Related Topics
Physical Sciences and Engineering
Earth and Planetary Sciences
Earth-Surface Processes
Authors
Han Yan, Yang Yiheng,