This book provides a comprehensive reference for solving scientific problems with the generalized linear geostatistical model (GLGM), with an emphasis on demonstrating the accompanying software through examples. The key features of the GLGM are observed data points being independent of each other conditional on an unobserved spatial surface, values of the underlying spatial surface follow a multivariate normal distribution, and the surface is the sum of explanatory variables (fixed effects) and a random term.
- ISBN10 1482243776
- ISBN13 9781482243772
- Publish Date 31 December 2023 (first published 15 August 2019)
- Publish Status Forthcoming
- Publish Country CA
- Imprint Apple Academic Press Inc.
- Format Hardcover
- Pages 250
- Language English