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πŸ“

Handbook of Environmental and Ecological Statistics

✍ Scribed by Montse Fuentes (editor), Alan E. Gelfand (editor), Jennifer Ann Hoeting (editor), Richard L. Smith (editor)


Publisher
CRC Press
Year
2019
Tongue
English
Leaves
876
Series
Chapman & Hall/CRC Handbooks of Modern Statistical Methods
Category
Library

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✦ Table of Contents


Content: 1. Introduction (The editors) Section 1: Methodology for Statistical Analysis of Environmental Processes 2. Fundamentals of modeling for environmental processes (A. Gelfand)3. Time series methodology (P. Craigmile)4. Dynamic models (A. Schmidt/H. Lopes)5. Geostatistical modeling for environmental processes (S. Banerjee)6. Spatial and Spatio-temporal Point Processes in Ecological Applications (J. Illian)7. Data fusion (V. Berrocal)8. Analysis of Extremes (D. Cooley/B. Hunter/R. Smith)9. Environmental sampling methods (D. Zimmerman/S. Buckland)10. The problem of zeros (J. Clark/A. Gelfand) 11. Gradient Analysis of Ecological Communities (Ordination) (M. Palmer) Section 2: Topics in Ecological Processes12. Species distribution models (O. Ovaskainen) 13. Capture-recapture and distance sampling to estimate population sizes (R. Barker)14. Animal Movement Models (M. Hooten/D. Johnson)15. Population Demography for Ecology (K. Newman)16. Trait Modeling Methods (M. Lammens-Aiello/J. Silander)17. Statistical Models of Vegetation Fires (J.M.C. Pereira/K. F. Turkman)18. Spatial Statistical Models for Stream Networks (J. Ver Hoef/E. Peterson/D. Isaak) Section 3: Topics in Environmental Exposure 19. Statistical Methods for Exposure Assessment (B. Reich/M. Fuentes/Y-N Huang)20. Alternative Models for Estimating Air Pollution Exposure (M. Bell/J. Warren)21. Preferential sampling with regard to exposure levels (P. Diggle/E. Giorgi)22. Network Design (J. Zidek,/D. Zimmerman)23. Dynamic source apportionment (J. Krall/H. Chang)24. Dynamics of environmental epidemiology (F. Dominici/A. Wilson) 25. Connecting exposure to outcomes (A. Szpiro)26. Experimental design for environmental epidemiology - cohort methods, case-crossover methods (L. Sheppard) Section 4: Topics in Climatology 27. Modeling and Assessing Climate Trends (P. Craigmile/P. Guttorp)28. Climate models (D. Stephenson)29. Spatial Analysis for Climatology (D. Nychka/C. Wikle)30. Data assimilation
inference for linking physical and probabilistic models for complex nonlinear dynamic systems (C. Jones/A. Budhiraja)31. Spatial extremes with application to climate and environmental exposure (A. Davison, R. Huser, E. Thibaud )32. Statistics in Oceanography (C. Wikle)33. Paleoclimate and paleoecology (P. Craigmile/M. Haran/B. Li/E. Mannshardt/ B. Rajaratnam/M. Tingley)34. Detection and attribution (D35. Health risks of climate variability and change (K. Ebi, D. Hondula, P. Kinney, A. Monaghan, C. Morin, N. Ogden, M. Springmann)

✦ Subjects


Environmental sciences -- Statistical methods.;Environmental sciences -- Mathematical models.


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