책 이미지

책 정보
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9781420072877
· 쪽수 : 624쪽
· 출판일 : 2010-03-19
목차
Introduction
Historical Introduction, Peter J. Diggle
Continuous Spatial Variation
Continuous Parameter Stochastic Process Theory, Tilmann Gneiting and Peter Guttorp
Classical Geostatistical Methods, Dale L. Zimmerman and Michael Stein
Likelihood-Based Methods, Dale L. Zimmerman
Spectral Domain, Montserrat Fuentes and Brian Reich
Asymptotics for Spatial Processes, Michael Stein
Hierarchical Modeling with Spatial Data, Christopher K. Wikle
Low Rank Representations for Spatial Processes, Christopher K. Wikle
Constructions for Nonstationary Spatial Processes, Paul D. Sampson
Monitoring Network Design, James V. Zidek and Dale L. Zimmerman
Non-Gaussian and Nonparametric Models for Continuous Spatial Data, Mark F.J. Steel and Montserrat Fuentes
Discrete Spatial Variation
Discrete Spatial Variation, Havard Rue and Leonard Held
Conditional and Intrinsic Autoregressions, Leonhard Held and Havard Rue
Disease Mapping, Lance Waller and Brad Carlin
Spatial Econometrics, R. Kelley Pace and James LeSage
Spatial Point Patterns
Spatial Point Process Theory, Marie-Colette van Lieshout
Spatial Point Process Models, Valerie Isham
Nonparametric Methods, Peter J. Diggle
Parametric Methods, Jesper Møller
Modeling Strategies, Adrian Baddeley
Multivariate and Marked Point Processes, Adrian Baddeley
Point Process Models and Methods in Spatial Epidemiology, Lance Waller
Spatio-Temporal Processes
Continuous Parameter Spatio-Temporal Processes, Tilmann Gneiting and Peter Guttorp
Dynamic Spatial Models Including Spatial Time Series, Dani Gamerman
Spatio-Temporal Point Processes, Peter J. Diggle and Edith Gabriel
Modeling Spatial Trajectories, David R. Brillinger
Data Assimilation, Douglas W. Nychka and Jeffrey L. Anderson
Additional Topics
Multivariate Spatial Process Models, Alan E. Gelfand and Sudipto Banerjee
Misaligned Spatial Data: The Change of Support Problem, Alan E. Gelfand
Spatial Aggregation and the Ecological Fallacy, Jonathan Wakefield and Hilary Lyons
Spatial Gradients and Wombling, Sudipto Banerjee
Index