PRECISION MEASURES ESTIMATION OF KRIGING WITH SPATIAL BLOCK BOOTSTRAP METHOD

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IRANPANAH N.A.; MOHAMMAD ZADEH MOHSEN

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Paper Information

Journal: JOURNAL OF SCIENCE (UNIVERSITY OF TEHRAN) (JSUT) Year:2006 | Volume:33 | Issue:3 (SECTION: MATHEMATICS) Page(s): 19-24

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Information Journal Paper

Title

PRECISION MEASURES ESTIMATION OF KRIGING WITH SPATIAL BLOCK BOOTSTRAP METHOD

Author(s)

IRANPANAH N.A. | MOHAMMAD ZADEH MOHSEN | Issue Writer Certificate

Keywords

KRIGINGQ3

SEPARATE BLOCK BOOTSTRAPQ3

MOVING BLOCK BOOTSTRAPQ3

Abstract

For spatial data that are correlated in terms of their locations in the underlined space the MOVING BLOCK BOOTSTRAP method is usually used to estimate the precision measures of the estimators. But in this method, the boundary observations have less chance of presence in blocks resampling than the other observations. In this paper, an algorithm is given for SEPARATE BLOCK BOOTSTRAP to estimate the precision measures of KRIGING spatial predictor. Then, it is shown that the bias estimation of KRIGING with SEPARATE BLOCK BOOTSTRAP method is unbiased and the KRIGING variance estimator is consistent. Finally, in a simulation study, the efficiencies of the separate and MOVING BLOCK BOOTSTRAP methods are compared for measures of estimation precision.

Cites

BIAS CORRECTION OF VARIOGRAM PARAMETERS ESTIMATES BY SEPARATE BLOCK BOOTSTRAP METHOD FOR SPATIAL PREDICTION

References

SEPARATE BLOCK BOOTSTRAP METHOD IN SPATIAL STATISTICS

Cite

APA: Copy

IRANPANAH, N.A., & MOHAMMAD ZADEH, MOHSEN. (2006). PRECISION MEASURES ESTIMATION OF KRIGING WITH SPATIAL BLOCK BOOTSTRAP METHOD. JOURNAL OF SCIENCE (UNIVERSITY OF TEHRAN) (JSUT), 33(3 (SECTION: MATHEMATICS)), 19-24. SID. https://sid.ir/paper/2221/en

Vancouver: Copy

IRANPANAH N.A., MOHAMMAD ZADEH MOHSEN. PRECISION MEASURES ESTIMATION OF KRIGING WITH SPATIAL BLOCK BOOTSTRAP METHOD. JOURNAL OF SCIENCE (UNIVERSITY OF TEHRAN) (JSUT)[Internet]. 2006;33(3 (SECTION: MATHEMATICS)):19-24. Available from: https://sid.ir/paper/2221/en

IEEE: Copy

N.A. IRANPANAH, and MOHSEN MOHAMMAD ZADEH, “PRECISION MEASURES ESTIMATION OF KRIGING WITH SPATIAL BLOCK BOOTSTRAP METHOD,” JOURNAL OF SCIENCE (UNIVERSITY OF TEHRAN) (JSUT), vol. 33, no. 3 (SECTION: MATHEMATICS), pp. 19–24, 2006, [Online]. Available: https://sid.ir/paper/2221/en

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