Geostatistical modelling with R

1. Auflage 2027
ISBN: 978-1-4822-4377-2
Verlag: Taylor & Francis Inc

Buch, Englisch, 250 Seiten, Format (B × H): 156 mm x 234 mm

Reihe: Chapman & Hall/CRC Texts in Statistical Science

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.

Autoren/Hrsg.

Brown, Patrick

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik
• Geowissenschaften Geologie GIS, Geoinformatik

Über Autor(innen)

Patrick Brown is a scientist at Cancer Care Ontario and an associate professor at the University of Toronto, Canada