1985 …2019
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Research Output 1985 2019

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2019

Quick inference for log Gaussian Cox processes with non-stationary underlying random fields

Dvorák, J., Møller, J., Mrkvicka, T. & Soubeyrand, S., 2019, (Submitted) CSGB, Institut for Matematik, Aarhus Universitet. 27 p. (CSGB Research Report; No. 3).

Research output: Book/ReportReportResearch

2018
Open Access

Log Gaussian Cox processes on the sphere

Pacheco, F. A. C. & Møller, J., 2018, CSGB, Institut for Matematik, Aarhus Universitet. 14 p. (CSGB Research Report; No. 4, Vol. 2018).

Research output: Book/ReportReportResearch

Cox Process
Gaussian Process
Galaxies
Model Checking
Envelope

Structured space-sphere point processes and K- functions

Møller, J., Christensen, H. S., Pacheco, F. A. C. & Christoffersen, A. D., 2018, CSGB, Institut for Matematik, Aarhus Universitet. 25 p. (CSGB Research Report; No. 10, Vol. 2018).

Research output: Book/ReportReportResearch

Open Access
2017

Isotropic covariance functions on graphs and their edges

Anderes, E., Møller, J. & Rasmussen, J. G., 2017, CSGB, Institut for Matematik, Aarhus Universitet. 29 p. (CSGB Research Report; No. 10).

Research output: Book/ReportReportResearch

Open Access
Covariance Function
Metric
Graph in graph theory
Geodesic
Euclidean
2016

Determinantal point processes and functional summary statistics on the sphere

Møller, J. & Rubak, E. H., 14 Jan 2016, 26 p. (CSGB Research Report; No. 2).

Research output: Book/ReportReportResearch

Open Access
2015

Conditioning in spatial point processes

Coeurjolly, J-F., Møller, J. & Waagepetersen, R. P., 2015, CSGB, Institut for Matematik, Aarhus Universitet. 16 p. (CSGB Research Report; No. 14).

Research output: Book/ReportReportResearch

Open Access

Determinantal point process models on the sphere

Møller, J., Nielsen, M., Porcu, E. & Rubak, E. H., 2015, CSGB, Institut for Matematik, Aarhus Universitet. 30 p. (CSGB Research Report; No. 13).

Research output: Book/ReportReportResearch

Open Access

Palm distributions for log Gaussian Cox processes.

Coeurjolly, J-F., Møller, J. & Waagepetersen, R. P., 2015, 26 p. (arXiv.org (e-prints)).

Research output: Book/ReportReportResearch

The cylindrical K-function and Poisson line cluster point process

Møller, J., Safavimanesh, F. & Rasmussen, J. G., 2015, CSGB, Institut for Matematik, Aarhus Universitet. 22 p. (CSGB Research Report; No. 3).

Research output: Book/ReportReportResearch

2014
401 Downloads (Pure)

Fingerprint analysis with marked point processes

Forbes, P. G. M., Lauritzen, S. & Møller, J., Jul 2014, Department of Mathematical Sciences, Aalborg University. 24 p. (Research Report Series; No. R-2014-06).

Research output: Book/ReportReportResearch

File
509 Downloads (Pure)
File
514 Downloads (Pure)

Mechanistic spatio-temporal point process models for marked point processes, with a view to forest stand data

Møller, J., Ghorbani, M. & Rubak, E. H., Aug 2014, Department of Mathematical Sciences, Aalborg University. 16 p. (Research Report Series; No. R-2014-07).

Research output: Book/ReportReportResearch

File
613 Downloads (Pure)

On the modeling and analysis of heterogeneous radio access networks using a Poisson cluster process

Suryaprakash, V., Møller, J. & Fettweis, G. P., Feb 2014, Department of Mathematical Sciences, Aalborg University. 19 p. (Research Report Series; No. R-2014-02).

Research output: Book/ReportReportResearch

File
2013
750 Downloads (Pure)

Functional summary statistics for the Johnson-Mehl model

Møller, J. & Ghorbani, M., 2013, Department of Mathematical Sciences, Aalborg University. 29 p. (Research Report Series; No. R-2013-01).

Research output: Book/ReportReportResearch

File
625 Downloads (Pure)

Spatial cluster point processes related to Poisson-Voronoi tessellations

Møller, J. & Rasmussen, J. G., Dec 2013, Department of Mathematical Sciences, Aalborg University. 11 p. (Research Report Series; No. 10).

Research output: Book/ReportReportResearch

File
615 Downloads (Pure)

The Hawkes process with different excitation functions and its asymptotic behavior

Fierro, R., Leiva, V. & Møller, J., Dec 2013, Department of Mathematical Sciences, Aalborg University. 21 p. (Research Report Series; No. 14).

Research output: Book/ReportReportResearch

File
2012
1104 Downloads (Pure)

Geometric anisotropic spatial point pattern analysis and Cox processes

Møller, J. & Toftaker, H., Jan 2012, Department of Mathematical Sciences, Aalborg University. 36 p. (Research Report Series; No. R-2012-01).

Research output: Book/ReportReportResearch

File
Spatial Point Pattern
Cox Process
Pattern Analysis
Pair Correlation Function
Anisotropy
234 Downloads (Pure)

Statistical aspects of determinantal point processes

Lavancier, F., Møller, J. & Rubak, E. H., May 2012, Department of Mathematical Sciences, Aalborg University. 47 p. (Research Report Series; No. R-2012-02).

Research output: Book/ReportReportResearch

File
Point Process
Statistical Inference
Stationary point
Stationary Process
Parametric Model
949 Downloads (Pure)

Variational approach for spatial point process intensity estimation

Coeurjolly, J-F. & Møller, J., Sep 2012, Department of Mathematical Sciences, Aalborg University. 29 p. (Research Report Series; No. R-2012-04).

Research output: Book/ReportReportResearch

Open Access
File
2010
230 Downloads (Pure)
File
Bronze Age
mountain
methodology
distribution
1024 Downloads (Pure)

Probabilistic results for a mobile service scenario

Møller, J. & Yiu, M. L., 2010, Department of Mathematical Sciences, Aalborg University. 17 p. (Research Report Series; No. R-2010-03).

Research output: Book/ReportReportResearch

Open Access
File
241 Downloads (Pure)

Score, pseudo-score and residual diagnostics for goodness-of-fit of spatial point process models

Baddeley, A., Rubak, E. H. & Møller, J., Aug 2010, Department of Mathematical Sciences, Aalborg University. 47 p. (Research Report Series; No. R-2010-06).

Research output: Book/ReportReportResearch

File
software
statistics
analysis
method
test
216 Downloads (Pure)

Second-order analysis of structured inhomogeneous spatio-temporal point processes

Møller, J. & Ghorbani, M., Oct 2010, Department of Mathematical Sciences, Aalborg University. 21 p. (Research Report Series; No. R-2010-11).

Research output: Book/ReportReportResearch

File
Spatio-temporal Process
Point Process
Separability
Cox Process
Shot Noise
198 Downloads (Pure)

Statistical inference for a class of multivariate negative binomial distributions

Rubak, E. H., Møller, J. & McCullagh, P., Aug 2010, Department of Mathematical Sciences, Aalborg University. 25 p. (Research Report Series; No. R-2010-10).

Research output: Book/ReportReportResearch

File
Negative binomial distribution
Statistical Inference
Random Field
Composite Likelihood
Quasi-maximum Likelihood
418 Downloads (Pure)

Transforming spatial point processes into Poisson processes using random superposition

Møller, J. & Berthelsen, K. K., Aug 2010, Department of Mathematical Sciences, Aalborg University. 24 p. (Research Report Series; No. R-2010-09).

Research output: Book/ReportReportResearch

File
2009
88 Downloads (Pure)

Modelling point patterns with linear structures

Møller, J. & Rasmussen, J. G., 2009, Aalborg: Department of Mathematical Sciences, Aalborg University. 6 p. (Research Report Series; No. R-2009-02).

Research output: Book/ReportReportResearch

Open Access
File
Modeling
Point Process
Spatial Point Pattern
Archaeology
Geography
353 Downloads (Pure)

Perfect simulation and moment properties for the Matérn type III process

Møller, J., Huber, M. L. & Wolpert, R. L., 2009, Aalborg: Department of Mathematical Sciences, Aalborg University. 28 p. (Research Report Series; No. R-20009-12).

Research output: Book/ReportReportResearch

Open Access
File
146 Downloads (Pure)

Simulation of random set models for unions of discs and the use of power tessellations

Møller, J. & Helisová, K., 2009, Aalborg: Department of Mathematical Sciences, Aalborg University. 10 p. (Research Report Series; No. R-2009-05).

Research output: Book/ReportReportResearch

Open Access
File
Tessellation
Random Sets
Union
Power Diagram
Simulation
91 Downloads (Pure)

The distribution of communication cost for a mobile service scenario

Møller, J. & Yiu, M. L., 2009, Aalborg: Department of Mathematical Sciences, Aalborg University. 10 p. (Research Report Series; No. R-2009-11).

Research output: Book/ReportReportResearch

Open Access
File
Mobile Services
Communication Cost
Scenarios
Siméon Denis Poisson
Stationary Process
310 Downloads (Pure)

Thinning spatial point processes into Poisson processes

Møller, J. & Schoenberg, F. P., 2009, Aalborg: Department of Mathematical Sciences, Aalborg University. 22 p. (Research Report Series; No. R-2009-01).

Research output: Book/ReportReportResearch

Open Access
File
Spatial Point Process
Thinning
Poisson process
Point Process
Cox Process
2008
139 Downloads (Pure)

Likelihood inference for unions of interacting discs

Møller, J. & Helisová, K., 2008, Aalborg: Department of Mathematical Sciences, Aalborg University. 33 p. (Research Report Series; No. R-2008-18).

Research output: Book/ReportReportResearch

Open Access
File
Likelihood Inference
Edge Effects
Union
Random Sets
Poisson Model
280 Downloads (Pure)

Parametric methods for spatial point processes

Møller, J., 2008, Aalborg: Department of Mathematical Sciences, Aalborg University. 33 p. (Research Report Series; No. R-2008-04).

Research output: Book/ReportReportResearch

Open Access
File
183 Downloads (Pure)

Properties and simulation of α-permanental random fields

Møller, J. & Rubak, E. H., 2008, Aalborg: Department of Mathematical Sciences, Aalborg University. 32 p. (Research Report Series; No. R-2008-13).

Research output: Book/ReportReportResearch

Open Access
File
Random Field
Simulation
Probability generating function
Random variable
Moment
406 Downloads (Pure)

Structured spatio-temporal shot-noise Cox point process models, with a view to modelling forest fires

Møller, J. & Diaz-Avalos, C., 2008, Aalborg: Department of Mathematical Sciences, Aalborg University. 28 p. (Research Report Series; No. R-2008-07).

Research output: Book/ReportReportResearch

Open Access
File
forest fire
modeling
statistical analysis
simulation
2007
85 Downloads (Pure)
Open Access
File
Geometry
Markov processes
Monte Carlo simulation
244 Downloads (Pure)

Non-parametric Bayesian inference for inhomogeneous Markov point processes

Berthelsen, K. K., Møller, J. & Johansen, P. M., 2007, Department of Mathematical Sciences, Aalborg University. 19 p. (Research Report Series; No. R-2007-09).

Research output: Book/ReportReportResearch

Open Access
File
Bayesian inference
Point Process
Markov Process
Auxiliary Variables
Shot Noise Process
227 Downloads (Pure)

Power diagrams and interaction processes for unions of discs

Møller, J. & Helisova, K., 2007, Department of Mathematical Sciences, Aalborg University. 43 p. (Research Report Series; No. R-2007-15).

Research output: Book/ReportReportResearch

Open Access
File
Power Diagram
Union
Interaction
Tessellation
Euler-Poincaré Characteristic
326 Downloads (Pure)

Stochastic Geometry and Random Tessellations

Møller, J. & Stoyan, D., 2007, Department of Mathematical Sciences, Aalborg University. 32 p. (Research Report Series; No. R-2007-28).

Research output: Book/ReportReportResearch

Open Access
File
Stochastic Geometry
Tessellation
Tiling
2006
418 Downloads (Pure)

Bayesian analysis of spatial point processes in the neighbourhood of Voronoi networks

Skare, Ø., Møller, J. & Vedel Jensen, E. B., 2006, Department of Mathematical Sciences, Aalborg University. (Research Report Series; No. R-2006-02).

Research output: Book/ReportReportResearch

Open Access
File
Bayesian analysis
aluminum oxide
parameter
175 Downloads (Pure)

Bayesian inference for multivariate point processes observed at sparsely distributed times

Rasmussen, J. G., Møller, J., Aukema, B. H., Raffa, K. F. & Zhu, J., 2006, Aalborg: Department of Mathematical Sciences, Aalborg University. 14 p. (Research Report Series; No. R-2006-24).

Research output: Book/ReportReportResearch

Open Access
File
Bayesian inference
Point Process
Discrete-time
Spatial Prediction
Normalizing Constant
103 Downloads (Pure)

Ergodic averages for monotone functions using upper and lower dominating processes

Møller, J. & Mengersen, K., 2006, Department of Mathematical Sciences, Aalborg University. (Research Report Series; No. R-2006-01).

Research output: Book/ReportReportResearch

Open Access
File
Ergodic Averages
Monotone Function
Markov chain
Burn-in
Partial ordering
700 Downloads (Pure)

Modern statistics for spatial point processes

Møller, J. & Waagepetersen, R., 2006, Aalborg: Department of Mathematical Sciences, Aalborg University. 63 p. (Research Report Series; No. R-2006-12).

Research output: Book/ReportReportResearch

Open Access
File
245 Downloads (Pure)

Properties of residuals for spatial point processes

Baddeley, A., Møller, J. & Pakes, A. G., 2006, Department of Mathematical Sciences, Aalborg University. (Research Report Series; No. R-2006-03).

Research output: Book/ReportReportResearch

Open Access
File
Spatial Point Process
Random Measure
Conditional Independence
Point Process
Marginal Distribution

Properties of spatial Cox process models

Møller, J., 2006, Department of Mathematical Sciences, Aalborg University. (Research Report Series; No. R-2006-06).

Research output: Book/ReportReportResearch

Cox Process
Spatial Process
Cox Model
Process Model
Shot Noise

Spatial point process analysis for a plant community with high biodiversity

Illian, J., Møller, J. & Waagepetersen, R. P., 2006, Department of Mathematical Sciences, Aalborg University. 18 p. (Research Report Series; No. R-2006-05).

Research output: Book/ReportReportResearch

plant communities
biodiversity

Spatial-temporal modeling of forest gaps generated by colonization from below- and above-ground beetle species

Zhu, J., Rasmussen, J. G., Møller, J., Aukema, B. H. & Raffa, K. F., 2006, Department of Mathematical Sciences, Aalborg University. 24 p. (Research Report Series; No. R-2006-04).

Research output: Book/ReportReportResearch

Carabidae
Ips pini
bark beetles
Pinus
Dendroctonus valens
2005
175 Downloads (Pure)

Second order analysis for spatial Hawkes processes

Møller, J. & Torrisi, G. L., 2005, Dept. of Mathematical Sciences: Aalborg Universitetsforlag. 18 p. (Research Report Series; No. R-2005-20).

Research output: Book/ReportReportResearch

Open Access
File
fertility
statistics
120 Downloads (Pure)

The permanent process

Møller, J. & McCullagh, P., 2005, Department of Mathematical Sciences, Aalborg University. 22 p. (Research Report Series; No. R-2005-29).

Research output: Book/ReportReportResearch

Open Access
File
Determinant
Infinitely Divisible Processes
Cox Process
Point Process
Bosons
2004
417 Downloads (Pure)

An efficient Markov chain Monte Carlo method for distributions with intractable normalising constants

Møller, J., Pettitt, A. N., Berthelsen, K. K. & Reeves, R. W., 2004, Aalborg: Department of Mathematical Sciences, Aalborg University. 26 p. (Research Report Series; No. R-2004-02).

Research output: Book/ReportReportResearch

Open Access
File