Skip to main content

2013 | OriginalPaper | Buchkapitel

Moderate Deviations for the Determinant of Wigner Matrices

verfasst von : Hanna Döring, Peter Eichelsbacher

Erschienen in: Limit Theorems in Probability, Statistics and Number Theory

Verlag: Springer Berlin Heidelberg

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

We establish a moderate deviations principle (MDP) for the log-determinant log | det(M n ) | of a Wigner matrix M n matching four moments with either the GUE or GOE ensemble. Further we establish Cramér-type moderate deviations and Berry-Esseen bounds for the log-determinant for the GUE and GOE ensembles as well as for non-symmetric and non-Hermitian Gaussian random matrices (Ginibre ensembles), respectively.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat G.W. Anderson, A. Guionnet, O. Zeitouni, An Introduction to Random Matrices. Cambridge Studies in Advanced Mathematics, vol. 118 (Cambridge University press, Cambridge, 2010) G.W. Anderson, A. Guionnet, O. Zeitouni, An Introduction to Random Matrices. Cambridge Studies in Advanced Mathematics, vol. 118 (Cambridge University press, Cambridge, 2010)
2.
Zurück zum Zitat T.W. Anderson, An Introduction to Multivariate Statistical Analysis, 2nd edn. Wiley Series in Probability and Mathematical Statistics: Probability and Mathematical Statistics (Wiley, New York, 1984) MR 771294 (86b:62079) T.W. Anderson, An Introduction to Multivariate Statistical Analysis, 2nd edn. Wiley Series in Probability and Mathematical Statistics: Probability and Mathematical Statistics (Wiley, New York, 1984) MR 771294 (86b:62079)
3.
Zurück zum Zitat G.E. Andrews, I.P. Goulden, D.M. Jackson, Determinants of random matrices and Jack polynomials of rectangular shape. Stud. Appl. Math. 110(4), 377–390 (2003). MR 1971134 (2005g:15014) G.E. Andrews, I.P. Goulden, D.M. Jackson, Determinants of random matrices and Jack polynomials of rectangular shape. Stud. Appl. Math. 110(4), 377–390 (2003). MR 1971134 (2005g:15014)
4.
Zurück zum Zitat A. Dembo, On random determinants. Q. Appl. Math. 47(2), 185–195 (1989). MR 998095 (91a:62125) A. Dembo, On random determinants. Q. Appl. Math. 47(2), 185–195 (1989). MR 998095 (91a:62125)
5.
Zurück zum Zitat A. Dembo, O. Zeitouni, Large Deviations Techniques and Applications (Springer, New York, 1998)MATHCrossRef A. Dembo, O. Zeitouni, Large Deviations Techniques and Applications (Springer, New York, 1998)MATHCrossRef
6.
Zurück zum Zitat H. Döring, P. Eichelsbacher, Moderate deviations via cumulants. J. Theor. Probab. 1–26 (2012). doi: 10.1007/s10959-012-0437-0 H. Döring, P. Eichelsbacher, Moderate deviations via cumulants. J. Theor. Probab. 1–26 (2012). doi: 10.1007/s10959-012-0437-0
7.
Zurück zum Zitat H. Döring, P. Eichelsbacher, Moderate deviations for the eigenvalue counting function of Wigner matrices. Lat. Am. J. Probab. Math. Stat. Vol. X, pp. 27–44 (2013) H. Döring, P. Eichelsbacher, Moderate deviations for the eigenvalue counting function of Wigner matrices. Lat. Am. J. Probab. Math. Stat. Vol. X, pp. 27–44 (2013)
8.
Zurück zum Zitat H. Döring, P. Eichelsbacher, in Edge Fluctuations of Eigenvalues for Wigner Matrices. High Dimensional Probability VI: The Banff volume. Progress in Probability (Springer, Berlin, 2013) H. Döring, P. Eichelsbacher, in Edge Fluctuations of Eigenvalues for Wigner Matrices. High Dimensional Probability VI: The Banff volume. Progress in Probability (Springer, Berlin, 2013)
9.
Zurück zum Zitat V.L. Girko, A central limit theorem for random determinants. Teor. Veroyatnost. i Primenen. 24(4), 728–740 (1979). MR 550529 (82g:60035) V.L. Girko, A central limit theorem for random determinants. Teor. Veroyatnost. i Primenen. 24(4), 728–740 (1979). MR 550529 (82g:60035)
10.
Zurück zum Zitat V.L. Girko, A refinement of the central limit theorem for random determinants. Teor. Veroyatnost. i Primenen. 42(1), 63–73 (1997). MR 1453330 (98k:60034) V.L. Girko, A refinement of the central limit theorem for random determinants. Teor. Veroyatnost. i Primenen. 42(1), 63–73 (1997). MR 1453330 (98k:60034)
11.
Zurück zum Zitat N.R. Goodman, The distribution of the determinant of a complex Wishart distributed matrix. Ann. Math. Statist. 34, 178–180 (1963). MR 0145619 (26 #3148b) N.R. Goodman, The distribution of the determinant of a complex Wishart distributed matrix. Ann. Math. Statist. 34, 178–180 (1963). MR 0145619 (26 #3148b)
12.
Zurück zum Zitat F. Götze, M. Gordin, Limit correlation functions for fixed trace random matrix ensembles. Comm. Math. Phys. 281(1), 203–229 (2008). MR 2403608 (2009d:82069) F. Götze, M. Gordin, Limit correlation functions for fixed trace random matrix ensembles. Comm. Math. Phys. 281(1), 203–229 (2008). MR 2403608 (2009d:82069)
13.
Zurück zum Zitat F. Götze, M.I. Gordin, A. Levina, The limit behavior at zero of correlation functions of random matrices with a fixed trace. Zap. Nauchn. Sem. S.-Peterburg. Otdel. Mat. Inst. Steklov. (POMI) 341, no. Veroyatn. i Stat. 11, 68–80, 230 (2007). MR 2363585 (2009g:62077) F. Götze, M.I. Gordin, A. Levina, The limit behavior at zero of correlation functions of random matrices with a fixed trace. Zap. Nauchn. Sem. S.-Peterburg. Otdel. Mat. Inst. Steklov. (POMI) 341, no. Veroyatn. i Stat. 11, 68–80, 230 (2007). MR 2363585 (2009g:62077)
14.
Zurück zum Zitat N.N. Lebedev, Special Functions and Their Applications, Revised English edition. Translated and edited by Richard A. Silverman (Prentice-Hall, Englewood Cliffs, 1965). MR 0174795 (30 #4988) N.N. Lebedev, Special Functions and Their Applications, Revised English edition. Translated and edited by Richard A. Silverman (Prentice-Hall, Englewood Cliffs, 1965). MR 0174795 (30 #4988)
15.
Zurück zum Zitat G. Le Caër, R. Delannay, Distribution of the determinant of a random real-symmetric matrix from the Gaussian orthogonal ensemble. Phys. Rev. E (3) 62(2), part A, 1526–1536 (2000). MR 1797664 (2001m:82039) G. Le Caër, R. Delannay, Distribution of the determinant of a random real-symmetric matrix from the Gaussian orthogonal ensemble. Phys. Rev. E (3) 62(2), part A, 1526–1536 (2000). MR 1797664 (2001m:82039)
16.
Zurück zum Zitat G. Le Caër, R. Delannay, The distributions of the determinant of fixed-trace ensembles of real-symmetric and of Hermitian random matrices. J. Phys. A 36(38), 9885–9898 (2003). MR 2006448 (2004h:15008) G. Le Caër, R. Delannay, The distributions of the determinant of fixed-trace ensembles of real-symmetric and of Hermitian random matrices. J. Phys. A 36(38), 9885–9898 (2003). MR 2006448 (2004h:15008)
17.
Zurück zum Zitat M.L. Mehta, Random Matrices, 3rd edn. Pure and Applied Mathematics (Amsterdam), vol. 142 (Elsevier/Academic, Amsterdam, 2004) M.L. Mehta, Random Matrices, 3rd edn. Pure and Applied Mathematics (Amsterdam), vol. 142 (Elsevier/Academic, Amsterdam, 2004)
18.
Zurück zum Zitat M.L. Mehta, J.-M. Normand, Probability density of the determinant of a random Hermitian matrix. J. Phys. A 31(23), 5377–5391 (1998). MR 1634820 (2000b:82018) M.L. Mehta, J.-M. Normand, Probability density of the determinant of a random Hermitian matrix. J. Phys. A 31(23), 5377–5391 (1998). MR 1634820 (2000b:82018)
19.
Zurück zum Zitat H.H. Nguyen, V. Vu, Random matrices: law of the determinant. Ann. Probab. (2013) (to appear) H.H. Nguyen, V. Vu, Random matrices: law of the determinant. Ann. Probab. (2013) (to appear)
20.
Zurück zum Zitat A. Prékopa, On random determinants. I. Studia Sci. Math. Hungar. 2, 125–132 (1967). MR 0211439 (35 #2319) A. Prékopa, On random determinants. I. Studia Sci. Math. Hungar. 2, 125–132 (1967). MR 0211439 (35 #2319)
21.
Zurück zum Zitat R. Rudzkis, L. Saulis, V. Statuljavičus, A general lemma on probabilities of large deviations. Litovsk. Mat. Sb. 18(2), 99–116, 217 (1978). MR 0501287 (58 #18681) R. Rudzkis, L. Saulis, V. Statuljavičus, A general lemma on probabilities of large deviations. Litovsk. Mat. Sb. 18(2), 99–116, 217 (1978). MR 0501287 (58 #18681)
22.
Zurück zum Zitat L. Saulis, V. A. Statulevičius, Limit Theorems for Large Deviations. Mathematics and Its Applications (Soviet Series), vol. 73 (Kluwer, Dordrecht, 1991). Translated and revised from the 1989 Russian original. MR 1171883 (93e:60055b) L. Saulis, V. A. Statulevičius, Limit Theorems for Large Deviations. Mathematics and Its Applications (Soviet Series), vol. 73 (Kluwer, Dordrecht, 1991). Translated and revised from the 1989 Russian original. MR 1171883 (93e:60055b)
23.
Zurück zum Zitat G. Szekeres, P. Turán, On an extremal problem in the theory of determinants. Math. Naturwiss. Am. Ungar. Akad. Wiss. 56, 796–806 (1937) G. Szekeres, P. Turán, On an extremal problem in the theory of determinants. Math. Naturwiss. Am. Ungar. Akad. Wiss. 56, 796–806 (1937)
24.
Zurück zum Zitat T. Tao, V. Vu, On random ± 1 matrices: singularity and determinant. Random Struct. Algorithms 28(1), 1–23 (2006). MR 2187480 (2006g:15048) T. Tao, V. Vu, On random ± 1 matrices: singularity and determinant. Random Struct. Algorithms 28(1), 1–23 (2006). MR 2187480 (2006g:15048)
25.
26.
27.
Zurück zum Zitat H.F. Trotter, Eigenvalue distributions of large Hermitian matrices; Wigner’s semicircle law and a theorem of Kac, Murdock, and Szegö. Adv. Math. 54(1), 67–82 (1984). MR 761763 (86c:60055) H.F. Trotter, Eigenvalue distributions of large Hermitian matrices; Wigner’s semicircle law and a theorem of Kac, Murdock, and Szegö. Adv. Math. 54(1), 67–82 (1984). MR 761763 (86c:60055)
Metadaten
Titel
Moderate Deviations for the Determinant of Wigner Matrices
verfasst von
Hanna Döring
Peter Eichelsbacher
Copyright-Jahr
2013
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-36068-8_12