Abstract
We discuss several examples of point processes [all taken from Hough et al. (Zeros of Gaussian analytic functions and determinantal point processes, 2009)] for which the autocorrelation and diffraction measures can be calculated explicitly. These include certain classes of determinantal and permanental point processes, as well as an isometry-invariant point process that arises as the zero set of a Gaussian random analytic function.
Similar content being viewed by others
References
Abramowitz, M., Stegun, I.A.: Handbook of Mathematical Functions. Dover Publications, New York (1972)
Anderson, G., Guionnet, A., Zeitouni, O.: An Introduction to Random Matrices. Cambridge University Press, Cambridge (2010)
Baake, M., Birkner, M., Moody, R.V.: Diffraction of stochastic point sets: explicitly computable examples. Commun. Math. Phys. 293, 611–660 (2010). arXiv:0803.1266
Baake, M., Grimm, U.: Aperiodic Order. Volume 1: A Mathematical Invitation. Cambridge University Press, Cambridge (2013)
Baake, M., Höffe, M.: Diffraction of random tilings: some rigorous results. J. Stat. Phys. 99, 219–261 (2000). arXiv:math-ph/9901008
Baake, M., Kösters, H.: Random point sets and their diffraction. Philos. Mag. 91, 2671–2679 (2011). arXiv:1007.3084
Baake, M., Lenz, D., van Enter, A.: Dynamical versus diffraction spectrum for structures with finite local complexity. Ergod. Theor. Dyn. Syst. arXiv:1307.7518. doi:10.1017/etds.2014.28
Berg, C., Forst, G.: Potential Theory on Locally Compact Abelian Groups. Springer, Berlin (1975)
Cornfeld, I.P., Fomin, S.V., Sinai, Y.G.: Ergodic Theory. Springer, New York (1982)
Daley, D.J., Vere-Jones, D.: An Introduction to the Theory of Point Processes. Volume I: Elementary Theory and Methods, 2nd edn. Springer, New York (2003)
Daley, D.J., Vere-Jones, D.: An Introduction to the Theory of Point Processes. Volume II: General Theory and Structure, 2nd edn. Springer, New York (2008)
Goueré, J.-B.: Diffraction and Palm measure of point processes. Comptes Rendus Acad. Sci. 342, 141–146 (2003). arXiv:math/0208064
Hough, J.B., Krishnapur, M., Peres, Y., Virag, B.: Zeros of Gaussian Analytic Functions and Determinantal Point Processes. American Mathematical Society, Providence, RI (2009)
Lavancier, F., Møller, J., Rubak, E.: Statistical aspects of determinantal point processes. arXiv:1205.4818
Lenz, D., Strungaru, N.: Pure point spectrum for measure dynamical systems on locally compact abelian groups. J. Math. Pures Appl. 92 (2009), 323–341. arXiv:0704.2489
Macchi, O.: The coincidence approach to stochastic point processes. Adv. Appl. Probab. 7, 83–122 (1975)
Queffélec, M.: Substitution Dynamical Systems—Spectral Analysis, 2nd edn. Springer, Berlin (2010)
Sodin, M., Tsirelson, B.: Random complex zeros II. Perturbed lattice. Israel J. Math. 152, 105–124 (2006). arXiv:math/0309449
Soshnikov, A.: Determinantal random point fields. Rus. Math. Surv. 55, 923–975 (2000). arXiv:math/0002099
Acknowledgments
We thank Manjunath Krishnapur for drawing our attention to Gaussian analytic functions. We also thank the reviewers for their useful comments. This project was supported by the German Research Foundation (DFG), within the CRC 701. Robert V. Moody was also supported by the Natural Sciences and Engineering Research Council of Canada.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Baake, M., Kösters, H. & Moody, R.V. Diffraction Theory of Point Processes: Systems with Clumping and Repulsion. J Stat Phys 159, 915–936 (2015). https://doi.org/10.1007/s10955-014-1178-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10955-014-1178-5