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Random determinants

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Abstract

In the survey, the principal assertions of the theory of random determinants are collected. The theory emerged on the borderline between probability theory and sciences related to it: control theory, statistical physics, nuclear physics, multivariate statistical analysis, and solid-state physics. The applications are discussed of the theory of random determinants to statistical analysis of observations on random vectors of growing dimension.

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Literature cited

  1. A. A. Abramov, “On rounding error when solving systems of linear equations,” Dokl. Akad. Nauk SSSR,97, No. 2, 189–191 (1954).

    Google Scholar 

  2. S. A. Aívazyan, I. S. Enyukov, and L. D. Meshalkin, Applied Statistics. Investigation of Dependencies (Handbook) [in Russian], Finansy i Statistika, Moscow (1985).

    Google Scholar 

  3. T. W. Anderson, An Introduction to Multivariate Statistical Analysis, Wiley, New York.

  4. F. A. Berezin, “Several remarks on Wigner distribution,” Teor. Mat. Fiz.,17, No. 3, 305–318 (1973).

    Google Scholar 

  5. A. Weil, Integration in Topological Groups and Its Applications [in Russian], IL, Moscow (1950).

    Google Scholar 

  6. A. V. Vinogradskaya and V. L. Girko, “Control of spectrum in systems described by linear equations in Hilbert spaces,” Avtomat. Telemekh., No. 5, 46–54 (1983).

    Google Scholar 

  7. V. S. Vladimirov and I. V. Volovich, “Superanalysis II. Integral Calculus,” Teor. Mat. Fiz.,60, No. 2, 169–198 (1984).

    Google Scholar 

  8. V. V. Voevodin, “On asymptotic distribution of rounding errors in matrix factorization and solution of systems of equations,” Zh. Vychisl. Mat. Mat. Fiz.,9, No. 4, 932–934 (1969).

    Google Scholar 

  9. V. V. Voevodin, “On asymptotic distribution of rounding errors in linear transformations,” Zh. Vychisl. Mat. Mat. Fiz.,7, No. 5, 965–976 (1967).

    Google Scholar 

  10. L. É. Gendenshtein and I. V. Krieve, “Supersymmetry in quantum mechanics,” Usp. Fiz. Nauk,146, No. 4, 553–590 (1985).

    Google Scholar 

  11. V. L. Girko, “On distribution of solutions of systems of linear equations with random coefficients,” Teor. Veroyatn. Mat. Statist., No. 2, 41–44 (1970).

    Google Scholar 

  12. V. L. Girko, “Limit theorems for a random determinant. I,” Teor. Veroyatn. Mat. Statist., No. 5, 27–33 (1971).

    Google Scholar 

  13. V. L. Girko, “On inequalities for a random determinant and a random permanent,” Teor. Veroyatn. Mat. Statist., No. 4, 48–57 (1971).

    Google Scholar 

  14. V. L. Girko, “Limit theorems for a randomdeterminant. II,” Teor. Veroyatn. Mat. Statist., No. 6, 41–48 (1972).

    Google Scholar 

  15. V. L. Girko, “Refinement of certain theorems for a random determinant and a random permanent,” Teor. Veroyatn. Mat. Statist., No. 7, 28–32 (1972).

    Google Scholar 

  16. V. L. Girko, “Limit theorems for solutions of systems of linear random equations, eigenvalues and determinants of random matrices,” Dokl. Akad. Nauk SSSR,212, No. 5, 1039–1042 (1973).

    Google Scholar 

  17. V. L. Girko, “Limit theorems for arandom determinant. III,” Teor. Veroyatn. Mat. Statist., No. 8, 28–34 (1973).

    Google Scholar 

  18. V. L. Girko, “Limit theorems for determinants of dominant random matrices,” Vychisl. Prikl. Mat. (Kiev), No. 19, 130–136 (1973).

    Google Scholar 

  19. V. L. Girko, “Random Jacobi Matrices. I,” Teor. Veroyatn. Mat. Statist., No. 12, 25–35 (1975).

    Google Scholar 

  20. V. L. Girko, Random Matrices [in Russian], Vishcha Shkola, Kiev (1975).

    Google Scholar 

  21. V. L. Girko, “Limit theorems of general form for spectral functions of random matrices,” Teor. Veroyatn. Primen., No. 1, 160–164 (1977).

    Google Scholar 

  22. V. L. Girko, “Arctangent law” in: Abstracts of Reports of the International Conference on Theory of Probability and Mathematical Statistics [in Russian], Vilnius (1977), pp. 96–97.

  23. V. L. Girko, “Limit theorems of general form for normalized spectral functions of symmetric random matrices,” in: Limit Theorems for Random Processes [in Russian], Kiev (1977), pp. 50–70.

  24. V. L. Girko, “Lyapunov's stochastic problem,” Teor. Veroyatn. Mat. Statist., No. 20, 42–44 (1979).

    Google Scholar 

  25. V. L. Girko, “Logarithmic law,” Dokl. Akad. Nauk Ukr. SSR Ser. A, No. 4, 243–244 (1979).

    Google Scholar 

  26. V. L. Girko, “Wigner's semicircular law,” Teor. Veroyatn. Mat. Statist., No. 20, 39–42 (1979).

    Google Scholar 

  27. V. L. Girko, “Moments of inverse random matrices,” Issled. Operatsií i ASU, No. 14, 127–130 (1979).

    Google Scholar 

  28. V. L. Girko, “Distribution of eigenvalues and eigenvectors of Hermitian random matrices,” Ukr. Mat. Zh.,31, No. 5, 533–537 (1979).

    Google Scholar 

  29. V. L. Girko, “On central limit theorem for random determinants,” Teor. Veroyatn. Mat. Statist., No. 21, 35–39 (1979).

    Google Scholar 

  30. V. L. Girko, “On the uniqueness of the solution of a cannonical spectral equation,” Ukr. Mat. Zh.,32, No. 6, 802–804 (1980).

    Google Scholar 

  31. V. L. Girko, “Polar expansion of random matrices,” Teor. Veroyatn. Mat. Statist., No. 23, 20–30 (1980).

    Google Scholar 

  32. V. L. Girko, Theory of Random Determinants [in Russian], Vishcha Shkola, Kiev (1980).

    Google Scholar 

  33. V. L. Girko, “Eigenvalues of random matrices. I,” Teor. Veroyatn. Mat. Statist., No. 11, 10–16 (1974).

    Google Scholar 

  34. V. L. Girko, “Systems of linear random algebraic equations,” in: Modeling and Optimization of Control Systems [in Russian], Vishcha Shkola, Kiev (1974), pp. 70–77.

    Google Scholar 

  35. V. L. Girko, “On normalized spectral functions of random matrices,” Teor. Veroyatn. Mat. Statist., No. 22, 29–33 (1980).

    Google Scholar 

  36. V. L. Girko, “E. Wigner's conjecture,” Vychisl. Prikl. Mat. (Kiev), No. 41, 71–79 (1980).

    Google Scholar 

  37. V. L. Girko, “Distribution of eigenvalues and eigenvectors of unitary random matrices,” Teor. Veroyatn. Mat. Statist., No. 25, 14–17 (1981).

    Google Scholar 

  38. V. L. Girko, “Central limit theorem for random determinants,” Teor. Veroyatn. Primen.,26, No. 3, 532–542 (1981).

    Google Scholar 

  39. V. L. Girko, “Eigenvalues of random matrices. II,” Teor. Veroyatn. Mat. Statist., No. 27, 27–28 (1982).

    Google Scholar 

  40. V. L. Girko, “V-transformation,” Dokl. Akad. Nauk Ukr. SSR Ser. A, No. 3, 5–6 (1982).

    Google Scholar 

  41. V. L. Girko, “On circular law,” Teor. Veroyatn. Mat. Statist., No. 28, 15–21 (1983).

    Google Scholar 

  42. V. L. Girko, Limit Theorems for Functions of Random Variables [in Russian], Vishcha Shkola, Kiev (1983).

    Google Scholar 

  43. V. L. Girko, “Circular law,” Teor. Veroyatn. Primen.,29, No. 4, 669–679 (1984).

    Google Scholar 

  44. V. L. Girko, “Fighting the dimension,” in: Multivariate Statistical Analysis. Third All-Union Scientific-Technological Conference “Application of the Multivariate Statistical Analysis in Economics and Product Quality Estimation.” Abstracts [in Russian], Tartu (1985), pp. 43–52.

  45. V. L. Girko, “Elliptic law,” Dokl. Akad. Nauk Ukr. SSR Ser. A, No. 1, 56–59 (1985).

    Google Scholar 

  46. V. L. Girko and V. V. Vasil'ev, “Limit theorems for normalized spectral functions of non-self-adjoint random Jacobi matrices,” Teor. Veroyatn. Primen.,30, No. 1, 3–9 (1985).

    Google Scholar 

  47. V. L. Girko, T. S. Kokobinadze, and O. G. Chaíka, “Distribution of eigenvalues of Gaussian random matrices,” Ukr. Mat. Zh.,36, No. 1, 12–16 (1984).

    Google Scholar 

  48. V. L. Girko and I. N. Litvin, Kalman's stochastic condition,” Vychisl. Prikl. Mat. (Kiev), No. 49, 135–138 (1983).

    Google Scholar 

  49. V. L. Girko and I. N. Litvin, “Integral representation of hyperdeterminants and its application to the investigation of stability of stochastic systems,” in: Controllable Dynamical Systems with Continuous-Discrete Parameters [in Russian], Naukova Dumka, Kiev (1984), pp. 97–102.

    Google Scholar 

  50. I. Ts. Gokhberg and M. G. Krein, Introduction to the Theory of Linear Non-Self-Adjoint Operators in Hilbert Space [in Russian], Nauka, Moscow (1965).

    Google Scholar 

  51. U. Grenander, Probabilities on Algebraic Structures, Wiley, New York (1963).

    Google Scholar 

  52. F. J. Dyson, Statistical Theory of the Energy Levels of Complex Systems [Russian translation], IL, Moscow (1963).

    Google Scholar 

  53. A. D. Deev, “Representation of statistics of discriminant analysis and asymptotic expansions for dimensions of space comparable with the size of samples,” Dokl. Akad. Nauk SSSR,195, No. 4, 759–762 (1970).

    Google Scholar 

  54. I. G. Zhurbenko, “Some moments of random determinants,” Teor. Veroyatn. Primen.,13, No. 4, 720–725 (1968).

    Google Scholar 

  55. V. I. Zarutskií, “Classification of normal vectors of simple structure in a space of large dimension,” in: Applied Multivariate Statistical Analysis [in Russian], Moscow (1978), pp. 37–51.

  56. R. E. Kalman, “On general theory of control systems,” in: Proceedings of the First IFAC Congress [in Russian], Vol. 2, Akad. Nauk SSSR, Moscow (1961), pp. 521–547.

    Google Scholar 

  57. M. Kac, Probability and Related Topics in Physical Sciences, Interscience, London-New York.

  58. I. M. Lifshits, “On the structure of an energy spectrum and quantum states of unordered condensed systems,” Usp. Fiz. Nauk,183, 617–655 (1963).

    Google Scholar 

  59. A. A. Maradudin, Defects and Oscillation Spectrum of Crystals [Russian translation], Mir, Moscow (1968).

    Google Scholar 

  60. A. A. Maradudin, E. W. Montrall, and G. H. Weiss, Dynamic Theory of Crystal Lattice in a Harmonic Approximation [Russian translation], Mir, Moscow (1965).

    Google Scholar 

  61. V. A. Marchenko and L. A. Pastur, “Distribution of eigenvalues in some ensembles of random matrices,” Mat. Sb.,72, No. 4, 507–536 (1967).

    Google Scholar 

  62. L. D. Meshalkin and V. I. Serdobol'skii, “Errors in classification of multidimensional observations,” Teor. Veroyatn. Primen.,23, No. 4, 772–781 (1978).

    Google Scholar 

  63. S. A. Molchanov, “Structure of eigenfunctions of one-dimensional disordered structures,” Izv. Akad. Nauk SSSR, Ser. Mat.,42, No. 1, 70–103 (1978).

    Google Scholar 

  64. N. Mott, “Electrons in Disordered structures,” Adv. Phys.,16, 49–144 (1967).

    Google Scholar 

  65. N. F. Mott and É. Davis, Electronic Processes in Non-Crystalline Substances [Russian translation], Mir, Moscow (1974).

    Google Scholar 

  66. F. D. Muragan, The Theory of Group Representations, John Hopkins Press, Baltimore, MD (1938).

    Google Scholar 

  67. L. A. Pastur, “Spectra of random self-adjoint operators,” Usp. Mat. Nauk,28, No. 1, 3–64 (1973).

    Google Scholar 

  68. L. A. Pastur, “On the spectrum of random matrices,” Teor. Mat. Fiz.,10, No. 1, 102–112 (1972).

    Google Scholar 

  69. F. S. Rofe-Beketov, “On limit distribution of natural frequencies of an unordered chain,” Zap. Mat. Otd. Fiz.-Mat. Fakul'teta Kharkov. Univ., Karkov. Fiz.-Mat. Obshch.,26, Ser. 4, 143–153 (1960).

    Google Scholar 

  70. A. D. Slastnikov, “On the distribution of some random determinants,” Teor. Veroyatn. Primen.,22, No. 4, 886–896 (1977).

    Google Scholar 

  71. S. Wilks, Mathematical Statistics, Wiley, New York (1962).

    Google Scholar 

  72. Ts. G. Khakhubiya, “A lemma on random determinants and its application to the characterization of multidimensional distributions,” Teor. Veroyatn. Primen.,10, No. 4, 755–758 (1965).

    Google Scholar 

  73. E. J. Hannan, Group Representation and Applied Probability, Methuen, London (1965).

    Google Scholar 

  74. Hua Luo-geng, Harmonic Analysis of Functions of Several Complex Variables in the Classical Domains [Russian translation], IL, Moscow (1959).

    Google Scholar 

  75. N. Yu. Shubin, “Statistical methods in atomic theory,” Fiz. Élementar. Chastits. At. Yadra,5, No. 4, 1023–1074 (1974).

    Google Scholar 

  76. P. Erdös, “Some unsolved problems,” Matematika,7, No. 4, 109–143 (1963).

    Google Scholar 

  77. M. I. Yuditskii, “On the properties of the least square estimate for a class of regression models,” Teor. Veroyatn. Mat. Statist., No. 17, 153–162 (1977).

    Google Scholar 

  78. G. A. Anderson, “An asymptotic expansion for the noncentral Wishart distribution,” Ann. Math. Statist.,41, No. 5, 1700–1707 (1970).

    Google Scholar 

  79. L. Arnold, “On Wigner's semicircle law for the eigenvalues of random matrices,” Z. Wahrsch. Verw. Gebiete,19, No. 3, 191–198 (1971).

    Google Scholar 

  80. L. Arnold, “On the asymptotic distribution fo the eigenvalues of random matrices,” J. Math. Anal. Appl.,20, 262–268 (1960).

    Google Scholar 

  81. O. P. Bagai, “The distribution of the generalized variance,” Ann. Math. Statist.,36, No. 1, 120–130 (1965).

    Google Scholar 

  82. R. E. Bellman, “A note on the mean value of random determinants,” Quart. Appl. Math.,13, No. 3, 322–324 (1955).

    Google Scholar 

  83. B. M. Bennett, “On the cumulants of the logarithmic generalized variance and variance ratio,” Skand. Aktuarietidskr.,38, No. 1–2, 17–21 (1955).

    Google Scholar 

  84. A. T. Bharucha-Reid, Probabilistic Methods in Applied Mathematics, Vol. 2, Academic Press, New York-London (1970).

    Google Scholar 

  85. A. T. Bharucha-Reid, “On the theory of random equations,” in: Stochastic Processes in Mathematical Physics and Engineering, American Mathematical Society, Providence (1964), pp. 40–69.

    Google Scholar 

  86. P. C. Chandra, “Distribution of the determinant of the sum of products matrix in the noncentral linear case,” Math. Nauchr.,28, No. 3–4, 169–179 (1965).

    Google Scholar 

  87. F. J. Dyson, “The dynamics of a disordered linear chain,” Phys. Rev.,92, No. 6, 1331–1338 (1953).

    Google Scholar 

  88. V. Fabian, “Zufälliges Abrunden und die Konvergenz des linearen (Seideischen) Iterationsverfahrens,” Math. Nachr.,16, No. 5–6, 265–270 (1957).

    Google Scholar 

  89. R. Fortet, “Random determinants,” J. Res. Nat. Standards,47, 465–470 (1951).

    Google Scholar 

  90. N. R. Goodman, “The distribution of the determinant of a complex Wishart distributed matrix,” Ann. Math. Statist.,34, No. 1, 178–180 (1963).

    Google Scholar 

  91. A. T. James, “The noncentral Wishart distribution,” Proc. R. Soc. London Ser. A,229, No. 1178, 364–366

  92. J. Komlós, “On the determinant of random matrices,” Stud. Sci. Math. Hung.,3, No. 4, 387–399 (1968).

    Google Scholar 

  93. J. Komlós, “On the determinant of (0. 1) matrices,” Stud. Sci. Math. Hung.,2, No. 1–2, 7–21 (1967).

    Google Scholar 

  94. M. L. Mehta, Random Matrices and the Statistical Theory of Energy Levels, Academic Press, New York-London (1967).

    Google Scholar 

  95. W. L. Nicholson, “On the distribution of 2×2 random normal determinants,” Ann. Math. Statist.,29, No. 2, 575–580 (1958).

    Google Scholar 

  96. H. Nyquist, S. O. Rice, and J. Riordan, “The distribution of random determinants,” Quart. Appl. Math.,12, No. 2, 97–104 (1954).

    Google Scholar 

  97. C. E. Porter, Statistical Theories of Spectra. Fluctuations, Academic Press, New York-London (1965).

    Google Scholar 

  98. A. Perikopa, “On random determinants. I,” Stud. Sci. Math. Hung.,2, No. 1–2, 125–132 (1967).

    Google Scholar 

  99. H. Schmidt, “Disordered one-dimensional crystals,” Phys. Rev.,105, No. 2, 425–441 (1957).

    Google Scholar 

  100. A. A. Selberg', “Bemerkninger om et multiplet integral,” Norsk Mat. Tidsskr.,26, 71–78 (1944).

    Google Scholar 

  101. J. W. Silverstein, “Comments on a result of Yin, Bai, and Krishnaiah for large dimensional multivariate F matrices,” J. Multivariate Anal.,15, No. 3, 408–409 (1984).

    Google Scholar 

  102. K. W. Wachter, “The strong limits of random matrix spectra for sample matrices of independent elements,” Ann. Probab.,6, no. 1, 1–18 (1978).

    Google Scholar 

  103. K. W. Wachter, “The limiting empirical measure of multiple discriminant ratios,” Ann. Statist.,8, No. 5, 937–957 (1980).

    Google Scholar 

  104. E. P. Wigner, “On the distribution of the roots of certain symmetric matrices,” Ann. Math.67, No. 2, 325–327 (1968).

    Google Scholar 

  105. E. P. Wigner, “Random matrices in physics,” SIAM Rev.,9, No. 1, 1–23 (1967).

    Google Scholar 

  106. Y. Yin, Z. D. Bai, and P. R. Krishnaiah, “Limiting behavior of the eigenvalues of a multi variate F matrix,” J. Multivariate Anal.,13, No. 4, 508–516 (1983).

    Google Scholar 

  107. A. Yin and P. R. Krishnaiah, “A limit theorem for the eigenvalues of product of two random matrices,” J. Multivariate Anal.,13, No. 4, 489–507 (1983).

    Google Scholar 

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Translated from Itogi Nauki i Tekhniki, Teoriya Veroyatnostei, Matematicheskaya Statistika, Teoreticheskaya Kibernetika, Vol. 24, pp. 3–51, 1986.

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Girko, V.L. Random determinants. J Math Sci 42, 1731–1765 (1988). https://doi.org/10.1007/BF01095507

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