Joint Models for Spatial and Spatio-Temporal Point Processes, 2016. ,
, , 2019.
, A hierarchical point process with application to storm cell modelling. Canad, J. Stat, vol.47, issue.1, pp.46-64
Dominated Coupling from the Past and Some Extensions of the Area-Interaction Process, 2002. ,
Perfect simulation of spatial point processes using dominated coupling from the past with application to a multiscale area-interaction point process, University of Bristol, Department of Mathematics, 2004. ,
Perfect simulation using dominated coupling from the past with application to area-interaction point processes and wavelet thresholding, Probability and Mathematical Genetics, 2010. ,
Matern thinned Cox processes, Spat. Stat, vol.15, pp.1-21, 2016. ,
Area-interaction point processes, Ann. I. Stat. Math, vol.47, issue.4, pp.601-619, 1995. ,
Non-and semi-parametric estimation of interaction in inhomogeneous point patterns, Stat. Neer, vol.54, pp.329-350, 2000. ,
, Spatial Point Patterns: Methodology and Applications with R, 2015.
Hybrids of gibbs point process models and their implementation, J. Stat. Soft, vol.55, issue.11, pp.1-43, 2013. ,
A spatial pattern analysis of the halophytic species distribution in an arid coastal environment, Env. Mon. Ass, vol.187, pp.1-15, 2015. ,
, Processus stochastiques ponctuels. Ann. Inst. Henri Poincaré, vol.14, pp.35-60, 1954.
An Introduction to Stochastic Processes, 1955. ,
, Nonparametric Statistics for Stochastic Processes. Lecture Notes in Statistics, 1998.
Spatio-temporal modeling of weeds and shot-noise G Cox processes, Biom. J, vol.44, pp.83-99, 2000. ,
Space-time multitype log Gaussian Cox processes with a view to modelling weed data. Scand, J. Stat, vol.28, pp.471-488, 2001. ,
Spatiotemporal prediction for log-Gaussian Cox processes, J. R. Stat. Soc. Ser. B Stat. Methodol, vol.63, issue.4, pp.823-841, 2001. ,
Simulation of cluster point processes without edge effects, Adv. Appl. Prob, vol.34, pp.267-280, 2002. ,
, , 2013.
, Stochastic Geometry and its Applications
Logistic regression for spatial pairpotential models, Spat. Stat. Imaging, vol.20, pp.14-30, 1991. ,
A tutorial on Palm distributions for spatial point processes, Int. Stat. Review, vol.85, issue.3, pp.404-420, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01241277
Understanding Spatial Point Patterns Through Intensity and Conditional Intensities, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02369569
Stochastic Geometry, Lecture Notes in Mathematics, p.2237 ,
URL : https://hal.archives-ouvertes.fr/hal-02377541
, , pp.45-85
Some statistical methods connected with series of events (with discussion), J. Roy. Statist. Soc. Ser. B, vol.17, pp.129-164, 1955. ,
Renewal Theory, 1962. ,
The statistical analysis of dependencies in point processes, Stochastic Point Processes, pp.55-66, 1972. ,
, , 1980.
A J-function for inhomogeneous spatio-temporal point processes. Scand, J. Stat, vol.42, issue.2, pp.562-579, 2015. ,
An Introduction to the Theory of Point Processes, vol.I, 2003. ,
Introduction to the theory of Gibbs point processes, 2019. ,
, Stochastic Geometry. Lecture Notes in Mathematics 2237 Springer, pp.181-229
Statistical Analysis of Spatial Point Patterns, 1983. ,
Statistical Analysis of Spatial Point Patterns, 2003. ,
Spatio-temporal point processes, partial likelihood, foot-and-mouth, Stat. Meth. Med. Res, vol.15, pp.325-336, 2006. ,
Spatio-temporal point processes. Handbook of Spatial Statistics, pp.449-461, 2010. ,
Spatial and spatio-temporal log-Gaussian Cox processes: extending the geostatistical paradigm, Statist. Sci, vol.28, issue.4, pp.542-563, 2013. ,
Statistical Analysis of Spatial and Spatio-Temporal Point Patterns, 2013. ,
An Introduction to Probability Theory and Its Applications, 1950. ,
stpp: An R package for plotting, simulating and analyzing spatio-temporal point patterns, J. Stat. Softw, vol.53, issue.2, pp.1-29, 2013. ,
Estimating second-order characteristics of inhomogeneous spatio-temporal point processes, Meth. and Comp. App. Prob, vol.16, issue.2, pp.411-431, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00818145
Second-order analysis of inhomogeneous spatio-temporal point process data, Stat. Neerl, vol.18, pp.505-544, 2009. ,
Detecting and modeling multi-scale space-time structures: the case of wildfire occurrences, J. Fran. Stat. Soc, vol.158, issue.3, pp.86-105, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01401955
Likelihood Inference for Spatial Point Processes: Likelihood and Computation, 1999. ,
, Stochastic Geometry: Likelihood and Computation 141-172
An attraction-repulsion point process model for respiratory syncytial virus infections, Biom, vol.71, issue.2, pp.376-385, 2015. ,
Spatio-temporal point process statistics: A review, Spat. Stat, vol.18, pp.505-544, 2016. ,
Colloidal particle aggregation in three dimensions, J. Micro, vol.275, issue.3, pp.149-158, 2019. ,
Hidden second-order stationary spatial point processes. Scand, J. Stat, vol.43, issue.2, pp.455-475, 2015. ,
Spectra of some self-exciting and mutually exciting point processes, Biometrika, vol.58, pp.83-90, 1971. ,
Measuring spatial inhomogeneity at different spatial scales using Hybrids of Gibbs point process models, Stoch. Env. Res. Ris. Ass, vol.31, issue.6, pp.1455-1469, 2017. ,
A multi-scale area-interaction model for spatio-temporal point patterns, Spat. Stat, vol.26, pp.38-55, 2018. ,
Fitting complex ecological point process models with integrated nested Laplace approximation, Meth. Eco. Evo, vol.4, pp.305-315, 2013. ,
Statistical Analysis and Modelling of Spatial Point Patterns, 2008. ,
A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA), Ann. Appl. Stat, vol.6, issue.4, pp.1499-1530, 2012. ,
Using INLA to fit a complex point process model with temporally varying effects -a case study, J. Env. Stat, vol.3, pp.1-25, 2012. ,
, Poisson Processes. Oxford Studies in Probability 3, 1993.
Poisson processes revisited, Probab. Math. Statist, vol.26, pp.77-95, 2006. ,
Determinantal point process models and statistical inference, J. Roy. Stat. Soc. B, vol.77, pp.853-877, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01241077
Modelling aggregation on the large scale and regularity on the small scale in spatial point pattern datasets. Scan, J. Stat, vol.43, pp.587-609, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01155646
The problem of pattern and scale in ecology, Ecology, vol.73, pp.1943-1967, 1992. ,
The coincidence approach to stochastic point processes, Adv. Appl. Probab, vol.7, pp.83-122, 1975. ,
Spatial Variation. Lectures Notes in Statistics, 1960. ,
Log Gaussian Cox processes, Scand. J. Stat, vol.25, pp.451-482, 1998. ,
Shot noise Cox processes, Adv. Appl. Prob, vol.35, issue.3, pp.614-640, 2003. ,
Generalised shot noise Cox processes, Adv. Appl. Prob, vol.37, pp.48-74, 2005. ,
Structured spatio-temporal shot-noise Cox point process models, with a view to modelling forest fires, Scand. J. of Stat, vol.37, issue.1, pp.2-25, 2010. ,
Statistical Inference and Simulation for Spatial Point Processes, 2004. ,
Statistical approach to problems of cosmology, J. Roy. Statist. Soc. Ser. B, vol.20, pp.1-29, 1958. ,
Area interaction point processes for bivariate point patterns in a Bayesian context, J. of Envir. Stat, vol.9, issue.2, 2019. ,
Estimation of interaction potentials of spatial point patterns through the maximum likelihood procedure, 1981. ,
, Ann. Inst. Stat. Math, vol.33, issue.1, pp.315-338
Point-process based Bayesian modeling of space-time structures of forest fire occurrences in Mediterranean France, Spat. Stat, p.100429, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02098412
, , 1943.
The conditional intensity of general point processes and an application to line processes, Prob. Theo. Rel. Fiel, vol.28, issue.3, pp.207-226, 1974. ,
Multi-scale decomposition of point process data, GeoInformatica, vol.16, issue.4, pp.625-652, 2012. ,
Modelling Interaction in Spatial Point Patterns: Parameter Estimation by the Maximum Likelihood Method, Jyvaskyla Studies in Computer Science, Economics, and Statistics, 1984. ,
The multi-scale marked area-interaction point process: a model for the spatial pattern of trees, Scand. J. Stat, vol.36, pp.23-41, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-02655442
Random Fields, Lecture Notes in Mathematics, vol.534, 1976. ,
Detecting multivariate interactions in spatial point patterns with Gibbs mmodels and variate selection, Appl. Statist, vol.67, issue.5, pp.1237-1273, 2018. ,
A spatio-temporal multi-scale model for Geyer saturation point process: application to forest fire occurrences, 2019. ,
, Statistical Mechanics: Rigorous Results, W.A. Benjamin, 1969.
, , 2017.
, Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity, Stoch. Env. Res. Ris. Ass, vol.31, issue.7, pp.1633-1648
Multiscale processes to describe the eastern sicily seismic sequences, Ann. Geo, vol.61, issue.2, 2018. ,
, Careful prior specification avoids incautious inference for log, 2019.
, Gaussian Cox point processes, J. R. Stat. Soc. Ser. C. Appl. Stat, vol.68, issue.3, pp.543-564
Interrupted point processes, Biometrical. J, vol.21, pp.607-610, 1979. ,
A model for clustering, Biometrika, vol.62, pp.467-475, 1975. ,
A generalization of Poisson's binomial limit for use in ecology, Biometrika, vol.36, pp.18-25, 1949. ,
Markov Point Processes and Their Applications, 2000. ,
Theory of Spatial Statistics, 2019. ,
Recruitment in tropical tree species: Revealing complex spatial patterns, Ame. Nat, vol.174, pp.106-140, 2009. ,
Analyzing the spatial structure of a Sri Lankan tree species with multiple scales of clustering, Eco, vol.88, pp.3088-3102, 2007. ,
A genralization of the Neyman-Scott process, Stat. Sinica, vol.22, pp.1717-1736, 2012. ,