• Skjernvej 4, A, 5-311

    9220 Aalborg Ø

    Denmark

1985 …2019
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Research Output 1985 2019

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

Spatial Point Process
Arteries
Persistence
Statistic
Data analysis

The effect of maternal separation on the neurovascular alteration of media prefrontal cortex and serum level of brain-derived neurotrophic factor in a genetic rat model of depression

Rafati, A. H., Safavimanesh, F., Wegener, G., Ardalan, M., Elfving, B., Mathe, A., Rasmussen, J. G., Møller, J., Jensen, E. B. V. & Nyengaard, J. R., 2019, (Submitted) In : To appear. 17 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2018
Open Access
9 Citations (Scopus)

Determinantal point process models on the sphere

Møller, J., Nielsen, M., Porcu, E. & Rubak, E. H., 2018, In : Bernoulli. 24, 2, p. 1171-1201 31 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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
1 Citation (Scopus)

Log Gaussian Cox processes on the sphere

Pacheco, F. A. C. & Møller, J., 2018, In : Spatial Statistics. 26, p. 69-82 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Cox Process
Model checking
Gaussian Process
Model Checking
Poisson Point Process
1 Citation (Scopus)

Pair correlation functions and limiting distributions of iterated cluster point processes

Møller, J. & Christoffersen, A. D., 1 Sep 2018, In : Journal of Applied Probability. 55, 3, p. 789-809 21 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Pair Correlation Function
Point Process
Limiting Distribution
Markov chain
Equilibrium Distribution

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
8 Citations (Scopus)

A tutorial on Palm distributions for spatial point processes

Coeurjolly, J-F., Møller, J. & Waagepetersen, R. P., Dec 2017, In : International Statistical Review. 85, 3, p. 404-420 17 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Palm Distribution
Spatial Point Process
Point Process
Density Function
Point process

Frequentist and Bayesian inference for Gaussian-log-Gaussian wavelet trees and statistical signal processing applications

Jacobsen, C. R. D. & Møller, J., 2017, In : Stat. 6, 1, p. 248-256 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Edge detection
Signal processing
Composite materials

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
4 Citations (Scopus)

Palm distributions for log Gaussian Cox processes

Coeurjolly, J-F., Møller, J. & Waagepetersen, R. P., Mar 2017, In : Scandinavian Journal of Statistics. 44, 1, p. 192-203 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Palm Distribution
Cox Process
Gaussian Process
Intensity Function
Cox process
8 Citations (Scopus)

Some recent developments in statistics for spatial point patterns

Møller, J. & Waagepetersen, R. P., 2017, In : Annual Review of Statistics and Its Application. 4, p. 317-342 26 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2016
4 Citations (Scopus)

Detection and spatial characterization of minicolumnarity in the human cerebral cortex

Rafati, A. H., Safavimanesh, F., Dorph-Petersen, K-A., Rasmussen, J. G., Møller, J. & Nyengaard, J. R., 2016, In : Journal of Microscopy. 261, 1, p. 115-126 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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
4 Citations (Scopus)

Functional summary statistics for point processes on the sphere with an application to determinantal point processes

Møller, J. & Rubak, E. H., Nov 2016, In : Spatial Statistics. 18, Part A, p. 4-23 20 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2 Citations (Scopus)

Mechanistic Spatio-Temporal Point Process Models for Marked Point Processes, with a View to Forest Stand Data

Møller, J., Ghorbani, M. & Rubak, E. H., Sep 2016, In : Biometrics. 72, 3, p. 687-696 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

7 Citations (Scopus)

Modelling aggregation on the large scale and regularity on the small scale in spatial point pattern datasets

Lavancier, F. & Møller, J., Jun 2016, In : Scandinavian Journal of Statistics. 43, 2, p. 587-609 23 p.

Research output: Contribution to journalJournal articleResearchpeer-review

5 Citations (Scopus)

The cylindrical K-function and Poisson line cluster point processes

Møller, J., Safavimanesh, F. & Rasmussen, J. G., 2016, In : Biometrika. 103, 4, p. 937-954 18 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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
52 Citations (Scopus)

Determinantal point process models and statistical inference

Lavancier, F., Møller, J. & Rubak, E. H., 2015, In : Journal of the Royal Statistical Society, Series B (Statistical Methodology). 77, 4, p. 853-877 25 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

Functional summary statistics for the Johnson-Mehl model

Møller, J. & Ghorbani, M., 2015, In : Journal of Statistical Computation and Simulation. 85, 5, p. 899-916 17 p.

Research output: Contribution to journalJournal articleResearchpeer-review

31 Citations (Scopus)

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

Suryaprakash, V., Møller, J. & Fettweiss, G., Feb 2015, In : I E E E Transactions on Wireless Communications. 14, 2, p. 1035-1047 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

2 Citations (Scopus)

Spatial cluster point processes related to Poisson-Voronoi tessellations

Møller, J. & Rasmussen, J. G., Feb 2015, In : Stochastic Environmental Research and Risk Assessment. 29, 2, p. 431-441 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

5 Citations (Scopus)

The Hawkes process with different exciting functions and its asymptotic behavior

Fierro, R., Leiva, V. & Møller, J., 2015, In : Journal of Applied Probability. 52, 1, p. 37-54 18 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2014

Analysis of minicolumnarity in Human Cerebral Cortex

H. Rafati, A., Safavimanesh, F., Dorph-Petersen, K-A., Rasmussen, J. G., Møller, J. & Nyengaard, J. R., 2014.

Research output: Contribution to conference without publisher/journalPosterResearchpeer-review

Anisotropy analysis of 3D point patterns with a view to minicolumn hypothesis in neuroscience

Safavimanesh, F., Møller, J. & Rasmussen, J. G., 2014.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

Anisotropy of Line Segment Processes

Safavimanesh, F., Møller, J. & Rasmussen, J. G., 2014.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

Bayesian inference for Poisson line cluster point processe

Safavimanesh, F., Møller, J. & Rasmussen, J. G., 2014.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

398 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
506 Downloads (Pure)
File
10 Citations (Scopus)

Geometric anisotropic spatial point pattern analysis and Cox processes

Møller, J. & Toftaker, H., 2014, In : Scandinavian Journal of Statistics. 41, 2, p. 414-435 22 p.

Research output: Contribution to journalJournal articleResearchpeer-review

482 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
593 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

Poisson Line Cluster Point Processes

Safavimanesh, F., Møller, J. & Rasmussen, J. G., 2014.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

6 Citations (Scopus)

Quantitative diagnosis of lymphocytic myocarditis in forensic medicine

Nielsen, T. S., Nyengaard, J. R., Møller, J., Banner, J., Nielsen, L. P. & Baandrup, U., 2014, In : Forensic Science International. 238, p. 9-15 7 p.

Research output: Contribution to journalJournal articleResearchpeer-review

9 Citations (Scopus)

Variational approach for spatial point process intensity estimation

Coeurjolly, J-F. & Møller, J., 2014, In : Bernoulli. 20, 3, p. 1097-1125 29 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2013
725 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
600 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

The cylindrical K-function for detecting anisotropy caused by columnar structure of 2D and 3D point patterns

Safavimanesh, F., Møller, J., Rasmussen, J. G., H. Rafati, A., Dorph-Petersen, K-A. & Nyengaard, J. R., 2013.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

604 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

3D spatial point process modelling for investigating the minicolumn hypothesis

Safavimanesh, F., Møller, J., Rasmussen, J. G., H. Rafati, A., Dorph-Petersen, K-A. & Nyengaard, J. R., 2012.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review