Research by
Linda Stougaard Nielsen

Journals

Scandinavian Journal of Statistics
Advances in Applied Probability
Bernoulli
Image Analysis and Stereology

Research centres

MaPhySto
StocLab
CAVI

I finished my Ph.D. in Spatial Statistics Point process models allowing for interaction and inhomogeneity on 2nd November 2001 from Department of Mathematics, University of Aarhus, Denmark, and University of Western Australia (1 year). See list of publications and presentations below.

My Ph.D. work was connected to the two centres Laboratory for Computational Stochastics (StocLab) and Centre for Mathematical Physics and Stochastics (MaPhySto) at University of Aarhus. The second half year of 2001 I had a Postdoc position at the centres working on a Parallel Programming and Visualization project in collaboration with Centre for Visualization and Interaction (CAVI) and Computer Science Department at University of Aarhus.




Publications

L. S. Nielsen (1997)
Transforming Markov point processes and relations induced by bijective mappings and projections.
Master Thesis, Dept. of Mathematical Sciences, University of Aarhus, Denmark.
L. S. Nielsen (1999)
Progress report for qualification exam to part B of the Ph.D. study at Dept. of Mathematical Sciences, University of Aarhus, February 1999.
E. B. V. Jensen and L. S. Nielsen (2000)
Inhomogeneous Markov point processes by transformation. [abstract]
Bernoulli 6, pages 761-782.
L. S. Nielsen and E. B. V. Jensen (1999)
On the existence of exponential inhomogeneous Markov point processes.
Manuscript.
L. S. Nielsen (2000)
Modelling the position of cell profiles allowing for both inhomogeneity and interaction. [abstract]
Image Analysis and Stereology 19 (3) pages 183-187.
E. B. V. Jensen and L. S. Nielsen (2001)
A review on inhomogeneous spatial point processes. [abstract]
In Selected Proceedings of the Symposium on Inference for Stochastic Processes. ed. I. V. Basawa, C. C. Heyde, and R. L. Taylor.
IMS Lecture Notes & Monographs Series 37 pages 297-318.
L. S. Nielsen (2001)
On statistical inference in TIM models - a study for the cell data. ps-file
Technical Report 1, Laboratory for Computational Stochastics, University of Aarhus.
L. S. Nielsen (2001)
Point process models allowing for interaction and inhomogeneity. [abstract:pdf] [NDSU link]
Ph.D. Thesis, Dept. of Mathematical Sciences, University of Aarhus, Denmark.
Statistiske Interna no. 53, Dept. of Mathematical Sciences, University of Aarhus, Denmark.
L. S. Nielsen (2001)
Parallel programming project: Exploring the Strauss point process model. ps-file | pdf-file
Technical Report 2, Laboratory for Computational Stochastics, University of Aarhus.
U. Hahn, E. B. V. Jensen, M.-C. van Lieshout, and L. S. Nielsen (2003)
Inhomogeneous spatial point processes by location-dependent scaling. [abstract]
Adv. in Appl. Probab. 35 (2) pages 319-336.
L. S. Nielsen and E. B. V. Jensen (2004)
Statistical inference for transformation inhomogeneous point processes. [abstract]
Scandinavian Journal of Statistics 31 (1) pages 131-142.

Presentations

Algorithm for estimation in inhomogeneous Markov point processes by transformation
Poster at the workshop "Spatial Statistics and Image Analysis" held at Sandbjerg Manor, Denmark, May 1998
Inhomogeneous Markov point processes by transformation
Seminar at University of Western Australia, May 1999
Inhomogeneous Markov point processes
Talk at the "tenth International Conference and Workshop in Stochastic Geometry Stereology and Image Analysis" held at University of Calgary, August 1999.
Inhomogeneous Markov point processes by transformation [abstract]
Talk at the "Xth international congress for stereology" held at University of Melbourne, November 1999
Inhomogeneous point processes
Joint talk with Dr. Ute Hahn at the "2nd conference on Spatial Statistics and Statistical Physics" held in Wuppertal, March 2001
On statistical inference for inhomogeneous Markov point processes by transformation
Talk at the "2nd Aalborg-Aarhus Meeting on Computer Intensive Stochastics"" held at University of Aarhus, April 2001
Point process models allowing for interaction and inhomogeneity
Talk as part of the public defence of my Ph.D. Thesis, University of Aarhus, November 2001
Talk also given as seminar at University of Augsburg, November 2001
Exploring the Strauss point process model [abstract]
Seminar in the series "Computers in Science" at University of Aarhus, December 2001
An interdisciplinary seminar series arranged by Department of Computer Science and Laboratory for Computational Stochastics
Fast computing: Parallel programming
Talk at Sion conference held by Institute of Mathematics, University of Augsburg, February 2002
Auswertung von Prozess-/Störungsdaten
Talk at Sion conference held by Institute of Mathematics, University of Augsburg, February 2003