Chapter 3: Spatial point patterns: Models and statistics

QR Code

Chapter 3: Spatial point patterns: Models and statistics

This chapter gives a brief introduction to spatial point processes, with a view to applications. The three sections focus on the construction of point process models, the simulation of point processes, and statistical inference. For further background, we recommend [Daley et al., Probability and its...

Full description

Bibliographic Details
Main Author:	Baddeley, Adrian
Format:	Journal Article
Published:	2013
Online Access:	http://hdl.handle.net/20.500.11937/52888

Similar Items

Spatial point patterns - Methodology and applications with R
by: Baddeley, Adrian, et al.
Published: (2015)

Diffusion Smoothing for Spatial Point Patterns
by: Baddeley, Adrian, et al.
Published: (2022)

Local composite likelihood for spatial point processes
by: Baddeley, Adrian
Published: (2016)

Bias correction for parameter estimates of spatial point process models
by: Baddeley, Adrian, et al.
Published: (2014)

Approximating the moments of a spatial point process
by: Baddeley, Adrian, et al.
Published: (2012)

Properties of residuals for spatial point processes
by: Baddeley, Adrian, et al.
Published: (2008)

Score, Pseudo-Score and Residual Diagnostics for Spatial Point Process Models
by: Baddeley, Adrian, et al.
Published: (2011)

Leverage and Influence Diagnostics for Spatial Point Processes
by: Baddeley, Adrian, et al.
Published: (2013)

Residual diagnostics for covariate effects in spatial point process models
by: Baddeley, Adrian, et al.
Published: (2013)

Nonparametric estimation of the dependence of a spatial point process on spatial covariates
by: Baddeley, Adrian, et al.
Published: (2012)

Leverage and influence diagnostics for Gibbs spatial point processes
by: Baddeley, Adrian, et al.
Published: (2019)

Logistic regression for spatial Gibbs point processes
by: Baddeley, Adrian, et al.
Published: (2014)

Adjusted composite likelihood ratio test for spatial Gibbs point processes
by: Baddeley, Adrian, et al.
Published: (2015)

Point pattern analysis on a region of a sphere
by: Lawrence, T., et al.
Published: (2016)

Filters for Spatial point Processes
by: Singh, S., et al.
Published: (2009)

Spatial statistical analysis of tree deaths using airborne digital imagery
by: Chang, Y., et al.
Published: (2012)

On tests of spatial pattern based on simulation envelopes
by: Baddeley, Adrian, et al.
Published: (2014)

Analysing point patterns on networks — A review
by: Baddeley, Adrian, et al.
Published: (2021)

Second-order analysis of point patterns on a network using any distance metric
by: Rakshit, Suman, et al.
Published: (2017)

A statistical commentary on mineral prospectivity analysis
by: Baddeley, Adrian
Published: (2018)

Variational estimators for the parameters of Gibbs point process models
by: Baddeley, Adrian, et al.
Published: (2013)

Variable selection using penalised likelihoods for point patterns on a linear network.
by: Rakshit, Suman, et al.
Published: (2021)

Spatial logistic regression and change-of-support in Poisson point processes
by: Baddeley, Adrian, et al.
Published: (2010)

Fast computation of spatially adaptive kernel estimates
by: Davies, T., et al.
Published: (2017)

Modelling Spatiotemporal Patterns of Typhoid Cases Between 2005 and 2009 Using Spatial Statistics
by: Dewan, Ashraf, et al.
Published: (2013)

Chapter 3.3 Structural Nanomaterials
by: Withers, P., et al.
Published: (2009)

Hybrids of Gibbs point process models and their implementation
by: Baddeley, Adrian, et al.
Published: (2013)

Fast approximation of the intensity of Gibbs point processes
by: Baddeley, Adrian, et al.
Published: (2012)

Chapter 3: Local Workshop Reports
by: Larsson, A., et al.
Published: (2014)

Property Market Research - Chapter 3
by: Mar Iman, Abdul Hamid
Published: (2007)

Characteristics of E-cigarette or vape (ECV) users and patterns of use: Malaysia chapter
by: Ab Rahman, Norny Syafinaz, et al.
Published: (2017)

POISSON-SADDLEPOINT APPROXIMATION FOR GIBBS POINT PROCESSES WITH INFINITE-ORDER INTERACTION: IN MEMORY OF PETER HALL
by: Baddeley, Adrian, et al.
Published: (2017)

Viewing preferences of TVRO users in Sabah: Identification of distribution patterns using spatial statistics
by: Oliver Valentine Eboy,, et al.
Published: (2011)

Chapter 27: Bohr’s Model of Hydrogen Atom
by: Saifful Kamaluddin, Muzakir
Published: (2011)

Point process models for presence-only analysis
by: Renner, I., et al.
Published: (2015)

Chapter 1: Introduction
by: Othman, Normala, et al.
Published: (2013)

Chapter 1: introduction
by: Crouch, C.L.
Published: (2017)

Chapter 13: Heat
by: Saifful Kamaluddin, Muzakir
Published: (2011)

Chapter 15: Thermodynamics
by: Saifful Kamaluddin, Muzakir, et al.
Published: (2011)

Multitype point process analysis of spines on the dendrite network of a neuron
by: Baddeley, Adrian, et al.
Published: (2014)

Cannot write session to /tmp/vufind_sessions/sess_eibdhhab3bbia2pb9rrjb2fr7q