Spatial Predictive Modeling with R

by Jin Li

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*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.

  • ISBN13 9781000542639
  • Publish Date 22 February 2022
  • Publish Status Active
  • Publish Country GB
  • Publisher Taylor & Francis Ltd
  • Imprint Chapman & Hall/CRC
  • Format eBook
  • Pages 384
  • Language English