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Handbook of environmental and ecological statistics /
"This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in the environm...
| Clasificación: | Libro Electrónico |
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| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
CRC Press,
[2019]
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| Edición: | First edition. |
| Colección: | Chapman & Hall/CRC handbooks of modern statistical methods.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- I. Methodology for Statistical Analysis of Environmental Processes. Modelling for environmental and ecological processes / Alan E. Gelfand ; Time series methodology / Peter F. Craigmile ; Dynamic models / Alexandra M. Schmidt and Hedibert F. Lopes ; Geostatistical modeling for environmental processes / Sudipto Banerjee ; Spatial and spatio-temporal point processes in ecological applications / Janine B. Illian ; Data assimilation / Veronica J. Berrocal ; Univariate and multivariate extremes for the environmental sciences / Daniel Cooley, Brett D. Hunter, and Richard L. Smith ; Environmental sampling design / Dale L. Zimmerman and Stephen T. Buckland ; Accommodating so many zeros : univariate and multivariate data / James S. Clark and Alan E. Gelfand ; Gradient analysis of ecological communities (ordination) / Michael W. Palmer
- II : Topics in ecological processes. Species distribution models / Otso Ovaskainen ; Capture-recapture and distance sampling to estimate population sizes / Richard J. Barker ; Animal movement models / Mevin Hooten and Devin Johnson ; Population demography for ecology / Ken Newman ; Statistical methods for modeling traits / Matthew Aiello-Lammens and John A. Silander, Jr. ; Statistical models of vegetation fires : spatial and temporal patterns / J.M.C. Pereira and K.F. Turkman ; Spatial statistical models for stream networks / Jay M. Ver Hoef, Erin E. Peterson, and Daniel J. Isaak
- III. Topics in environmental exposure. Statistical methods for exposure assessment / Montse Fuentes, Brian J Reich, and Yen-Ning Huang ; Alternative models for estimating air pollution exposures - land use regression and Stochastic Human Exposure and Dose Simulation for particulate matter (SHEDS-PM) / Joshua L. Warren and Michelle L. Bell ; Preferential sampling of exposure levels / Peter J Diggle and Emanuele Giorgi ; Monitoring network design / James V. Zidek and Dale L. Zimmerman ; Statistical methods for source apportionment / Jenna R. Krall and Howard H. Chang ; Statistical methods for source apportionment / Jenna R. Krall and Howard H. Chang ; Statistical methods for environmental epidemiology / Francesca Dominici and Ander Wilson ; Connecting exposure to outcome : exposure assessment / Adam A. Szpiro ; Environmental epidemiology study designs / Lianne Sheppard
- IV : Topics in climatology. Modeling and assessing climatic trends / Peter F. Craigmile and Peter Guttorp ; Climate modelling / David B. Stephenson ; Spatial analysis in climatology / Douglas Nychka and Christopher K. Wikle
- Assimilating data into models / Amarjit Budhiraja, Eric Friedlander, Colin Guider, Christopher KRT Jones, and John Maclean ; Spatial extremes / Anthony C. Davison, Raphaël Huser, and Emeric Thibaud ; Statistics in oceanography / Christopher K. Wikle ; Paleoclimate reconstruction : looking backwards to look forward / Peter F. Craigmile, Murali Haran, Bo Li, Elizabeth Mannshardt, Bala Rajaratnam, and Martin Tingley ; Climate change detection and attribution / Dorit Hammerling, Matthias Katzfuss, and Richard Smith ; Health risks of climate variability and change / Kristie L. Ebi, David Hondula, Patrick Kinney, Andrew Monaghan, Cory W. Morin, Nick Ogden, and Marco Springmann.