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.
ISBN: | 9780367550547 |
Publisher: | CRC Press |
Imprint: | Chapman & Hall/CRC |
Published date: | 23 Feb 2022 |
DEWEY: | 001.422 |
DEWEY edition: | 23 |
Language: | English |
Number of pages: | 416 |
Weight: | 968g |
Height: | 260mm |
Width: | 183mm |
Spine width: | 26mm |