Spatial Predictive Modeling with R (Hardcover)


*Systematically introducing major components of SPM process. *Novel hybrid methods (228 hybrids plus numerous variants) of modern statistical methods or machine learning methods with mathematical and/or univariate geostatistical methods. *Novel predictive accuracy-based variable selection techniques for spatial predictive methods. *Predictive accuracy-based parameter/model optimization. *Reproducible examples for SPM of various data types in R.

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Product Description

*Systematically introducing major components of SPM process. *Novel hybrid methods (228 hybrids plus numerous variants) of modern statistical methods or machine learning methods with mathematical and/or univariate geostatistical methods. *Novel predictive accuracy-based variable selection techniques for spatial predictive methods. *Predictive accuracy-based parameter/model optimization. *Reproducible examples for SPM of various data types in R.

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Product Details

General

Imprint

Crc Press

Country of origin

United Kingdom

Release date

February 2022

Availability

Expected to ship within 12 - 17 working days

First published

2022

Authors

Dimensions

254 x 178 x 26mm (L x W x T)

Format

Hardcover

Pages

384

ISBN-13

978-0-367-55054-7

Barcode

9780367550547

Categories

LSN

0-367-55054-7



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