Case studies in spatial point process modeling
著者
書誌事項
Case studies in spatial point process modeling
（Lecture notes in statistics, 185）
Springer, c2006
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注記
Other editors: Pablo Gregori, Jorge Mateu, Radu Stoica, Dietrich Stoyan
Includes bibliographical references
内容説明・目次
内容説明
Point process statistics is successfully used in fields such as material science, human epidemiology, social sciences, animal epidemiology, biology, and seismology. Its further application depends greatly on good software and instructive case studies that show the way to successful work. This book satisfies this need by a presentation of the spatstat package and many statistical examples.
Researchers, spatial statisticians and scientists from biology, geosciences, materials sciences and other fields will use this book as a helpful guide to the application of point process statistics. No other book presents so many well-founded point process case studies.
From the reviews:
"For those interested in analyzing their spatial data, the wide variatey of examples and approaches here give a good idea of the possibilities and suggest reasonable paths to explore." Michael Sherman for the Journal of the American Statistical Association, December 2006
目次
Fundamentals of Point Process Statistics, Dietrich Stoyan.- Modelling Spatial Point Patterns in R, Adrian Baddeley, Rolf Turner.- Strong Markov Property of Poisson Processes and Slivnyak Formula, Sergei Zuyev.- Bayesian Analysis of Markov Point Processes, Kasper K. Berthelsen, Jesper Moller.- Statistics for Locally Scaled Point Processes, Michaela Prokesova, Ute Hahn, Eva B. Vedel Jensen.- Nonparametric Testing of Distribution Functions in Germ-grain Models, Zbynek Pawlas, Lothar Heinrich.- Principal Component Analysis for Spatial Point Processes:Assessing the Appropriateness of the Approach in an Ecological Context, Janine Illian, Erica Benson, John Crawford, Harry Staines.- On Modelling of Refractory Castables by Marked Gibbs and Gibbsian-like Processes, Felix Ballani.- Source Detection in an Outbreak of Legionnaire's Disease, Miguel A. Martinez-Beneito, Juan J. Abellan, Antonio Lopez-Quilez,Hermelinda Vanaclocha, Oscar Zurriaga, Guillermo Jorques, Jose Fenollar.- Doctors' Prescribing Patterns in the Midi-Pyrenees rRegion of France: Point-process Aggregation, Noel A.C. Cressie, Olivier Perrin, Christine Thomas-Agnan.- Strain-typing Transmissible Spongiform Encephalopathies Using Replicated Spatial Data, Simon Webster, Peter J. Diggle, Helen E. Clough, Robert B. Green, Nigel P. French.-Modelling the Bivariate Spatial Distribution of Amacrine Cells, Peter J. Diggle, Stephen J. Eglen, John B. Troy.- Analysis of Spatial Point Patterns in Microscopic and Macroscopic Biological Image Data, Frank Fleischer, Michael Beil, Marian Kazda, Volker Schmidt.- Spatial Marked Point Patterns for Herd Dispersion in a Savanna Wildlife Herbivore Community in Kenya, Alfred Stein, Nick Georgiadis.- Diagnostic Analysis of Space-Time Branching Processes for Earthquakes, Jiancang Zhuang, Yosihiko Ogata, David Vere-Jones.- Assessing Spatial Point Process Models Using Weighted K-functions: Analysis of California Earthquakes, Alejandro Veen, Frederic Paik Schoenberg.
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