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Volume 19 Issue 1
Feb 2008
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Yan Han, Yiheng Yang. Monotone Regression and Correction for Order Relation Deviations in Indicator Kriging. Journal of Earth Science, 2008, 19(1): 93-96.
Citation: Yan Han, Yiheng Yang. Monotone Regression and Correction for Order Relation Deviations in Indicator Kriging. Journal of Earth Science, 2008, 19(1): 93-96.

Monotone Regression and Correction for Order Relation Deviations in Indicator Kriging

Funds:

the National Natural Science Foundation of China 10571074

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  • Corresponding author: Han Yan: hany@jlu.edu.cn
  • Received Date: 06 Apr 2007
  • Accepted Date: 15 Jul 2007
  • 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.

     

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  • Deutsch, C. V., Journel, A. G., 1998. GSLIB Geostatistical Software Library and User's Guide. Oxford University Press, New York. 369
    Journel, A. G., 1983. Non-parametric Estimation of Spatial Distributions. Math. Geol. , 15(3): 445–468
    Journel, A. G., 1989. Fundamentals of Geostatistics in Five Lessons. In: Crawford, M. L., Padovani, E., eds., Volume 8 Short Course in Geology. American Geophysical Union, Washington, D. C. . 40
    Kruskal, J. B., 1964a. Multidimensional Scaling by Optimizing Goodness of Fit to a Nonmetric Hypothesis. Psychometrika, 29(1): 1–28
    Kruskal, J. B., 1964b. Nonmetric Multidimensional Scaling: A Numerical Method. Psychometrika, 29(2): 115–129 doi: 10.1007/BF02289694
    Zhou, G., Xia, L., 1993. Analysis of Categorical Data and Its Application. Science Press, Beijing. 295 (in Chinese)
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