Approximating the moments of a spatial point process

QR Code

Approximating the moments of a spatial point process

© 2012 John Wiley & Sons, Ltd. We propose a "Poisson-saddlepoint" approximation to the first and second moments of a spatial point process of Gibbs type. In the examples studied, the approximation is accurate, and fast to compute. We demonstrate applications to data analysis and simula...

Full description

Bibliographic Details
Main Authors:	Baddeley, Adrian, Nair, G.
Format:	Journal Article
Published:	2012
Online Access:	http://hdl.handle.net/20.500.11937/23818

Similar Items

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

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

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

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

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

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

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)

Chapter 3: Spatial point patterns: Models and statistics
by: Baddeley, Adrian
Published: (2013)

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

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

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

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

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

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

Moment inequalities for spatial processes
by: Gao, J., et al.
Published: (2008)

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

“Stationary” point processes are uncommon on linear networks
by: Baddeley, Adrian, et al.
Published: (2017)

Novel bivariate moment-closure approximations
by: Krishnarajah, Isthrinayagy, et al.
Published: (2007)

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

Numerical solution of an integral equation from point process theory
by: Anderssen, R., et al.
Published: (2014)

Moment-closure Approximations to Levins Metapopulation Model
by: Krishnarajah, Isthrinayagy, et al.
Published: (2008)

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

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

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

Computation of Lacunarity from Covariance of Spatial Binary Maps
by: Hingee, K., et al.
Published: (2019)

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

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

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)

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

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

Strategic spatial planning: Collective action and moments of opportunity
by: Newman, Peter
Published: (2008)

A falling of the veils: turning points and momentous turning points in leadership and the creation of CSR
by: Hemingway, Christine A., et al.
Published: (2018)

Exploring spatial nonlinearity using additive approximation
by: Lu, Zudi, et al.
Published: (2007)

Application of variable zero-moment point in walking control of the biped robot
by: Jing, Chenglin
Published: (2019)

Kernel Density Estimation on a Linear Network
by: Mcswiggan, G., et al.
Published: (2016)

Efficient code for second order analysis of events on a linear network
by: Rakshit, Suman, et al.
Published: (2019)

Geometrically Corrected Second Order Analysis of Events on a Linear Network, with Applications to Ecology and Criminology
by: Ang, Q., et al.
Published: (2012)

Cannot write session to /tmp/vufind_sessions/sess_6a3ds3l0iolt3b0qc6chc9daae