目次
Historical introduction / Peter J. Diggle -- 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 / Håvard Rue and Leonard Held -- Conditional and intrinsic autoregressions / Leonhard Held and Håvard Rue -- Disease mapping / Lance Waller and Brad Carlin -- Spatial econometrics / R. Kelley Pace and James LeSage -- 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 -- 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 -- 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
