SEPARATE BLOCK BOOTSTRAP METHOD FOR PRECISION MEASURES OF THE VARIOGRAM PARAMETERS ESTIMATOR AND SPATIAL PREDICTION

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IRANPANAH N.

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Journal: JOURNAL OF STATISTICAL SCIENCES Year:2010 | Volume:3 | Issue:2 Page(s): 161-171

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Title

SEPARATE BLOCK BOOTSTRAP METHOD FOR PRECISION MEASURES OF THE VARIOGRAM PARAMETERS ESTIMATOR AND SPATIAL PREDICTION

Author(s)

IRANPANAH N. | Issue Writer Certificate

Keywords

SEPARATE BLOCK BOOTSTRAPQ3

MOVING BLOCK BOOTSTRAPQ3

PRECISION MEASURESQ3

VARIOGRAMQ3

KRIGINGQ3

Abstract

Lahiri (2003) proposed the MOVING BLOCK BOOTSTRAP method for spatial data, in which observations are divided into several moving blocks and resampling is done from them. Since, in this method, the presence of boundary observations in the resampling blocks have less selection chance than the other observations, therefore, the estimator of the PRECISION MEASURES would be biased. In this paper, revising the MOVING BLOCK BOOTSTRAP method, the SEPARATE BLOCK BOOTSTRAP method was presented for estimating the PRECISION MEASURES of the VARIOGRAM parameters estimator and spatial prediction. Then its usage was illustrated in an applied example.

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APA: Copy

IRANPANAH, N.. (2010). SEPARATE BLOCK BOOTSTRAP METHOD FOR PRECISION MEASURES OF THE VARIOGRAM PARAMETERS ESTIMATOR AND SPATIAL PREDICTION. JOURNAL OF STATISTICAL SCIENCES, 3(2), 161-171. SID. https://sid.ir/paper/124075/en

Vancouver: Copy

IRANPANAH N.. SEPARATE BLOCK BOOTSTRAP METHOD FOR PRECISION MEASURES OF THE VARIOGRAM PARAMETERS ESTIMATOR AND SPATIAL PREDICTION. JOURNAL OF STATISTICAL SCIENCES[Internet]. 2010;3(2):161-171. Available from: https://sid.ir/paper/124075/en

IEEE: Copy

N. IRANPANAH, “SEPARATE BLOCK BOOTSTRAP METHOD FOR PRECISION MEASURES OF THE VARIOGRAM PARAMETERS ESTIMATOR AND SPATIAL PREDICTION,” JOURNAL OF STATISTICAL SCIENCES, vol. 3, no. 2, pp. 161–171, 2010, [Online]. Available: https://sid.ir/paper/124075/en

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