Determinantal probability measures
Publications Mathématiques de l'IHÉS (2003)
- Volume: 98, page 167-212
- ISSN: 0073-8301
Access Full Article
topAbstract
topHow to cite
topLyons, Russell. "Determinantal probability measures." Publications Mathématiques de l'IHÉS 98 (2003): 167-212. <http://eudml.org/doc/104195>.
@article{Lyons2003,
abstract = {Determinantal point processes have arisen in diverse settings in recent years and have been investigated intensively. We study basic combinatorial and probabilistic aspects in the discrete case. Our main results concern relationships with matroids, stochastic domination, negative association, completeness for infinite matroids, tail triviality, and a method for extension of results from orthogonal projections to positive contractions. We also present several new avenues for further investigation, involving Hilbert spaces, combinatorics, homology, and group representations, among other areas.},
author = {Lyons, Russell},
journal = {Publications Mathématiques de l'IHÉS},
keywords = {determinantal probability measure; determinantal point processes; matroids; stochastic domination},
language = {eng},
pages = {167-212},
publisher = {Springer},
title = {Determinantal probability measures},
url = {http://eudml.org/doc/104195},
volume = {98},
year = {2003},
}
TY - JOUR
AU - Lyons, Russell
TI - Determinantal probability measures
JO - Publications Mathématiques de l'IHÉS
PY - 2003
PB - Springer
VL - 98
SP - 167
EP - 212
AB - Determinantal point processes have arisen in diverse settings in recent years and have been investigated intensively. We study basic combinatorial and probabilistic aspects in the discrete case. Our main results concern relationships with matroids, stochastic domination, negative association, completeness for infinite matroids, tail triviality, and a method for extension of results from orthogonal projections to positive contractions. We also present several new avenues for further investigation, involving Hilbert spaces, combinatorics, homology, and group representations, among other areas.
LA - eng
KW - determinantal probability measure; determinantal point processes; matroids; stochastic domination
UR - http://eudml.org/doc/104195
ER -
References
top- 1. D. J. Aldous (1990), The random walk construction of uniform spanning trees and uniform labelled trees. SIAM J. Discrete Math., 3, 450–465. Zbl0717.05028MR1069105
- 2. N. Alon and J. H. Spencer (2001), The Probabilistic Method. Second edition. New York: John Wiley & Sons Inc. Zbl0767.05001MR1885388
- 3. I. Benjamini, R. Lyons, Y. Peres, and O. Schramm (1999), Group-invariant percolation on graphs. Geom. Funct. Anal., 9, 29–66. Zbl0924.43002MR1675890
- 4. I. Benjamini, R. Lyons, Y. Peres, and O. Schramm (2001), Uniform spanning forests. Ann. Probab., 29, 1–65. Zbl1016.60009MR1825141
- 5. J. van den Berg, and H. Kesten (1985), Inequalities with applications to percolation and reliability. J. Appl. Probab., 22, 556–569. Zbl0571.60019MR799280
- 6. A. Beurling and P. Malliavin (1967), On the closure of characters and the zeros of entire functions. Acta Math., 118, 79–93. Zbl0171.11901MR209758
- 7. A. Borodin (2000), Characters of symmetric groups, and correlation functions of point processes. Funkts. Anal. Prilozh., 34, 12–28, 96. English translation: Funct. Anal. Appl., 34(1), 10–23. Zbl0959.60037MR1747821
- 8. A. Borodin, A. Okounkov, and G. Olshanski (2000), Asymptotics of Plancherel measures for symmetric groups. J. Am. Math. Soc., 13, 481–515 (electronic). Zbl0938.05061MR1758751
- 9. A. Borodin and G. Olshanski (2000), Distributions on partitions, point processes, and the hypergeometric kernel. Comment. Math. Phys., 211, 335–358. Zbl0966.60049MR1754518
- 10. A. Borodin and G. Olshanski (2001), z-measures on partitions, Robinson-Schensted-Knuth correspondence, and β=2 random matrix ensembles. In P. Bleher and A. Its, eds., Random Matrix Models and Their Applications, vol. 40 of Math. Sci. Res. Inst. Publ., pp. 71–94. Cambridge: Cambridge Univ. Press. Zbl0987.15013
- 11. A. Borodin and G. Olshanski (2002), Harmonic analysis on the infinite-dimensional unitary group and determinantal point processes. Preprint. Zbl1082.43003MR2180403
- 12. J. Bourgain and L. Tzafriri (1987), Invertibility of “large” submatrices with applications to the geometry of Banach spaces and harmonic analysis. Isr. J. Math., 57, 137–224. Zbl0631.46017
- 13. A. Broder (1989), Generating random spanning trees. In 30th Annual Symposium on Foundations of Computer Science (Research Triangle Park, North Carolina), pp. 442–447. New York: IEEE.
- 14. R. L. Brooks, C. A. B. Smith, A. H. Stone, and W. T. Tutte (1940), The dissection of rectangles into squares. Duke Math. J., 7, 312–340. Zbl0024.16501MR3040
- 15. R. M. Burton and R. Pemantle (1993), Local characteristics, entropy and limit theorems for spanning trees and domino tilings via transfer-impedances. Ann. Probab., 21, 1329–1371. Zbl0785.60007MR1235419
- 16. J. Cheeger and M. Gromov (1986), L2-cohomology and group cohomology. Topology, 25, 189–215. Zbl0597.57020MR837621
- 17. Y. B. Choe, J. Oxley, A. Sokal, and D. Wagner (2003), Homogeneous multivariate polynomials with the half-plane property. Adv. Appl. Math. To appear. Zbl1054.05024MR2037144
- 18. J. B. Conrey (2003), The Riemann hypothesis. Notices Am. Math. Soc., 50, 341–353. Zbl1160.11341MR1954010
- 19. J. B. Conway (1990), A Course in Functional Analysis. Second edition. New York: Springer. Zbl0706.46003MR1070713
- 20. J. P. Conze (1972/73), Entropie d’un groupe abélien de transformations. Z. Wahrscheinlichkeitstheorie und Verw. Gebiete, 25, 11–30. Zbl0261.28015
- 21. D. J. Daley and D. Vere-Jones (1988), An Introduction to the Theory of Point Processes. New York: Springer. Zbl0657.60069MR950166
- 22. P. Diaconis (2003), Patterns in eigenvalues: the 70th Josiah Willard Gibbs lecture. Bull. Am. Math. Soc., New Ser., 40, 155–178 (electronic). Zbl1161.15302MR1962294
- 23. D. Dubhashi and D. Ranjan (1998), Balls and bins: a study in negative dependence. Random Struct. Algorithms, 13, 99–124. Zbl0964.60503MR1642566
- 24. F. J. Dyson (1962), Statistical theory of the energy levels of complex systems. III. J. Math. Phys., 3, 166–175. Zbl0105.41604MR143558
- 25. T. Feder and M. Mihail (1992), Balanced matroids. In Proceedings of the Twenty-Fourth Annual ACM Symposium on Theory of Computing, pp. 26–38, New York. Association for Computing Machinery (ACM). Held in Victoria, BC, Canada.
- 26. R. M. Foster (1948), The average impedance of an electrical network. In Reissner Anniversary Volume, Contributions to Applied Mechanics, pp. 333–340. J. W. Edwards, Ann Arbor, Michigan. Edited by the Staff of the Department of Aeronautical Engineering and Applied Mechanics of the Polytechnic Institute of Brooklyn. Zbl0040.41801MR29773
- 27. W. Fulton and J. Harris (1991), Representation Theory: A First Course. Readings in Mathematics. New York: Springer. Zbl0744.22001MR1153249
- 28. D. Gaboriau (2002), Invariants l2 de relations d’équivalence et de groupes. Publ. Math., Inst. Hautes Étud. Sci., 95, 93–150. Zbl1022.37002
- 29. H. O. Georgii (1988), Gibbs Measures and Phase Transitions. Berlin-New York: Walter de Gruyter & Co. Zbl0657.60122MR956646
- 30. O. Häggström (1995), Random-cluster measures and uniform spanning trees. Stochastic Processes Appl., 59, 267–275. Zbl0840.60089MR1357655
- 31. P. R. Halmos (1982), A Hilbert Space Problem Book. Second edition. Encycl. Math. Appl. 17, New York: Springer. Zbl0496.47001MR675952
- 32. D. Heicklen and R. Lyons (2003), Change intolerance in spanning forests. J. Theor. Probab., 16, 47–58. Zbl1019.60092MR1956820
- 33. K. Johansson (2001), Discrete orthogonal polynomial ensembles and the Plancherel measure. Ann. Math. (2), 153, 259–296. Zbl0984.15020MR1826414
- 34. K. Johansson (2002), Non-intersecting paths, random tilings and random matrices. Probab. Theory Relat. Fields, 123, 225–280. Zbl1008.60019MR1900323
- 35. G. Kalai (1983), Enumeration of Q-acyclic simplicial complexes. Isr. J. Math., 45, 337–351. Zbl0535.57011MR720308
- 36. Y. Katznelson and B. Weiss (1972), Commuting measure-preserving transformations. Isr. J. Math., 12, 161–173. Zbl0239.28014MR316680
- 37. G. Kirchhoff (1847), Über die Auflösung der Gleichungen, auf welche man bei der Untersuchung der linearen Vertheilung galvanischer Ströme geführt wird. Ann. Phys. Chem., 72, 497–508.
- 38. R. Lyons (1998), A bird’s-eye view of uniform spanning trees and forests. In D. Aldous and J. Propp, eds., Microsurveys in Discrete Probability, vol. 41 of DIMACS Series in Discrete Mathematics and Theoretical Computer Science, pp. 135–162. Providence, RI: Am. Math. Soc., Papers from the workshop held as part of the Dimacs Special Year on Discrete Probability in Princeton, NJ, June 2–6, 1997. Zbl0909.60016
- 39. R. Lyons (2000), Phase transitions on nonamenable graphs. J. Math. Phys., 41, 1099–1126. Probabilistic techniques in equilibrium and nonequilibrium statistical physics. Zbl1034.82014MR1757952
- 40. R. Lyons (2003), Random complexes and ℓ2-Betti numbers. In preparation.
- 41. R. Lyons, Y. Peres, and O. Schramm (2003), Minimal spanning forests. In preparation. Zbl1142.60065
- 42. R. Lyons and J. E. Steif (2003), Stationary determinantal processes: Phase multiplicity, Bernoullicity, entropy, and domination. Duke Math. J. To appear. Zbl1068.82010MR2030095
- 43. O. Macchi (1975), The coincidence approach to stochastic point processes. Adv. Appl. Probab., 7, 83–122. Zbl0366.60081MR380979
- 44. S. B. Maurer (1976), Matrix generalizations of some theorems on trees, cycles and cocycles in graphs. SIAM J. Appl. Math., 30, 143–148. Zbl0364.05021MR392635
- 45. M. L. Mehta (1991), Random Matrices. Second edition. Boston, MA: Academic Press Inc. Zbl0780.60014MR1083764
- 46. B. Morris (2003), The components of the wired spanning forest are recurrent. Probab. Theory Related Fields, 125, 259–265. Zbl1031.60035MR1961344
- 47. C. M. Newman (1984), Asymptotic independence and limit theorems for positively and negatively dependent random variables. In Y. L. Tong, ed., Inequalities in Statistics and Probability, pp. 127–140. Hayward, CA: Inst. Math. Statist. Proceedings of the symposium held at the University of Nebraska, Lincoln, Neb., October 27–30, 1982. MR789244
- 48. A. Okounkov (2001), Infinite wedge and random partitions. Sel. Math., New Ser., 7, 57–81. Zbl0986.05102MR1856553
- 49. A. Okounkov and N. Reshetikhin (2003), Correlation function of Schur process with application to local geometry of a random 3-dimensional Young diagram. J. Am. Math. Soc., 16, 581–603 (electronic). Zbl1009.05134MR1969205
- 50. D. S. Ornstein and B. Weiss (1987), Entropy and isomorphism theorems for actions of amenable groups. J. Anal. Math., 48, 1–141. Zbl0637.28015MR910005
- 51. J. G. Oxley (1992), Matroid Theory. New York: Oxford University Press. Zbl1115.05001MR1207587
- 52. R. Pemantle (1991), Choosing a spanning tree for the integer lattice uniformly. Ann. Probab., 19, 1559–1574. Zbl0758.60010MR1127715
- 53. R. Pemantle (2000), Towards a theory of negative dependence. J. Math. Phys., 41, 1371–1390. Probabilistic techniques in equilibrium and nonequilibrium statistical physics. Zbl1052.62518MR1757964
- 54. J. G. Propp and D. B. Wilson (1998), How to get a perfectly random sample from a generic Markov chain and generate a random spanning tree of a directed graph. J. Algorithms, 27, 170–217. 7th Annual ACM-SIAM Symposium on Discrete Algorithms (Atlanta, GA, 1996). Zbl0919.68092MR1622393
- 55. R. Redheffer (1972), Two consequences of the Beurling-Malliavin theory. Proc. Am. Math. Soc., 36, 116–122. Zbl0266.42017MR322439
- 56. R. M. Redheffer (1977), Completeness of sets of complex exponentials. Adv. Math., 24, 1–62. Zbl0358.42007MR447542
- 57. K. Seip and A. M. Ulanovskii (1997), The Beurling-Malliavin density of a random sequence. Proc. Am. Math. Soc., 125, 1745–1749. Zbl0914.42005MR1371141
- 58. Q. M. Shao (2000), A comparison theorem on moment inequalities between negatively associated and independent random variables. J. Theor. Probab., 13, 343–356. Zbl0971.60015MR1777538
- 59. Q. M. Shao and C. Su (1999), The law of the iterated logarithm for negatively associated random variables. Stochastic Processes Appl., 83, 139–148. Zbl0997.60023MR1705604
- 60. T. Shirai and Y. Takahashi (2000), Fermion process and Fredholm determinant. In H. G. W. Begehr, R. P. Gilbert, and J. Kajiwara, eds., Proceedings of the Second ISAAC Congress, vol. 1, pp. 15–23. Kluwer Academic Publ. International Society for Analysis, Applications and Computation, vol. 7. Zbl1036.60045MR1940779
- 61. T. Shirai and Y. Takahashi (2002), Random point fields associated with certain Fredholm determinants I: fermion, Poisson and boson point processes. Preprint. Zbl1051.60052MR2018415
- 62. T. Shirai and Y. Takahashi (2003), Random point fields associated with certain Fredholm determinants II: fermion shifts and their ergodic and Gibbs properties. Ann. Probab., 31, 1533–1564. Zbl1051.60053MR1989442
- 63. T. Shirai and H. J. Yoo (2002), Glauber dynamics for fermion point processes. Nagoya Math. J., 168, 139–166. Zbl1029.82025MR1942400
- 64. A. Soshnikov (2000a), Determinantal random point fields. Usp. Mat. Nauk, 55, 107–160. Zbl0991.60038MR1799012
- 65. A. B. Soshnikov (2000b), Gaussian fluctuation for the number of particles in Airy, Bessel, sine, and other determinantal random point fields. J. Stat. Phys., 100, 491–522. Zbl1041.82001MR1788476
- 66. V. Strassen (1965), The existence of probability measures with given marginals. Ann. Math. Stat., 36, 423–439. Zbl0135.18701MR177430
- 67. C. Thomassen (1990), Resistances and currents in infinite electrical networks. J. Combin. Theory, Ser. B, 49, 87–102. Zbl0706.94029MR1056821
- 68. J. P. Thouvenot (1972), Convergence en moyenne de l’information pour l’action de Z2. Z. Wahrscheinlichkeitstheorie und Verw. Gebiete, 24, 135–137. Zbl0266.60037
- 69. A. M. Vershik and S. V. Kerov (1981), Asymptotic theory of the characters of a symmetric group. Funkts. Anal. i Prilozh., 15, 15–27, 96. English translation: Funct. Anal. Appl., 15(4), 246–255 (1982). Zbl0507.20006MR639197
- 70. D. J. A. Welsh (1976), Matroid Theory. London: Academic Press [Harcourt Brace Jovanovich Publishers]. L. M. S. Monographs, No. 8. Zbl0343.05002MR427112
- 71. N. White, ed. (1987), Combinatorial Geometries. Cambridge: Cambridge University Press. Zbl0626.00007MR921064
- 72. H. Whitney (1935), On the abstract properties of linear dependence. Am. J. Math., 57, 509–533. Zbl0012.00404MR1507091
- 73. H. Whitney (1957), Geometric Integration Theory. Princeton, N.J.: Princeton University Press. Zbl0083.28204MR87148
- 74. D. B. Wilson (1996), Generating random spanning trees more quickly than the cover time. In Proceedings of the Twenty-eighth Annual ACM Symposium on the Theory of Computing, pp. 296–303. New York: ACM. Held in Philadelphia, PA, May 22–24, 1996. Zbl0946.60070MR1427525
- 75. L. X. Zhang (2001), Strassen’s law of the iterated logarithm for negatively associated random vectors. Stochastic Processes Appl., 95, 311–328. Zbl1059.60042
- 76. L. X. Zhang and J. Wen (2001), A weak convergence for negatively associated fields. Stat. Probab. Lett., 53, 259–267. Zbl0994.60026MR1841627
Citations in EuDML Documents
topNotesEmbed ?
topTo embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.