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This book introduces a minimal set of principles and numerical techniques for spatio-temporal statistics that can be used to implement a wide range of real-world ecological analyses regarding animal movement, population dynamics, community composition, causal attribution, and spatial dynamics.
Author: James Thorson, Kasper Kristensen
Binding Type: Hardcover
Publisher: CRC Press
Published: 02/27/2024
Series: Chapman & Hall/CRC Applied Environmental Statistics
Pages: 276
Weight: 1.6lbs
Size: 10.00h x 7.00w x 0.69d
ISBN: 9781032531014
About the Author
James Thorson is a statistical ecologist at the Alaska Fisheries Science Center within the National Marine Fisheries Service. His research interests include population dynamics, life-history theory, and methods for the sustainable management of natural resources. He has taught graduate-level courses in hierarchical modelling and spatio-temporal statistics at University of Washington.
Kasper Kristensen is a Senior Researcher at Danish Technical University. His research interests include spatio-temporal statistics and computational methods. He developed the R-package TMB, which is seeing increased use throughout ecology. For example, TMB is the computational backend for R-package glmmTMB, which has been cited over 3000 times from 2017-2022.
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