Markov point processes and their applications

Markov point processes and their applications

by van Lieshout, M. N. M.

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Title Statements

  • Full title :Markov point processes and their applications / M.N.M. van Lieshout.

Edition Statements

  • Publication Date:©2000.

Publication Statements

The Physical Object

  • Description:1 ressource en ligne (viii, 175 pages) : : illustrations

Edition Identifiers

  • ISBN:1860949762, 9781860949760
  • oclc:on1365075739
  • LC Classification:QA274.7
  • Dewey Decimal:519.2/33

Table of Contents

""Contents""; ""Chapter 1 Point Processes""; ""1.1 Introduction""; ""1.2 Definitions and notation""; ""1.3 Simple point processes""; ""1.4 Finite point processes""; ""1.5 Poisson point processes""; ""1.6 Finite point processes specified by a density""; ""1.7 Campbell and moment measures""; ""1.8 Interior and exterior conditioning""; ""1.8.1 A review of Palm theory""; ""1.8.2 A review of conditional intensities""; ""Chapter 2 Markov Point Processes""; ""2.1 Ripley�Kelly Markov point processes""; ""2.2 TheHammersley�Clifford theorem""; ""2.3 Markov marked point processes""

""2.4 Nearest-neighbour Markov point processes""""2.5 Connected component Markov point processes""; ""Chapter 3 Statistical Inference""; ""3.1 Introduction""; ""3.2 The Metropolis�Hastings algorithm""; ""3.3 Conditional simulation""; ""3.4 Spatial birth-and-death processes""; ""3.5 Exact simulation""; ""3.6 Auxiliary variables and the Gibbs sampler""; ""3.7 Maximum likelihood estimation""; ""3.8 Estimation based on the conditional intensity""; ""3.8.1 Takacs�Fiksel estimation""; ""3.8.2 Maximum pseudo-likelihood estimation""; ""3.9 Goodness of fit testing""; ""3.10Discussion""

""Chapter 4 Applications"""…

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Subjects

Analyse spatiale (Statistique) Géométrie stochastique Livres numériques Markov processes Markov-processen Processus de Markov Spatial analysis (Statistics) Stochastic geometry

Writers

van Lieshout, M. N. M.

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