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
A. A. Abramov, “On rounding error when solving systems of linear equations,” Dokl. Akad. Nauk SSSR,97, No. 2, 189–191 (1954).
S. A. Aívazyan, I. S. Enyukov, and L. D. Meshalkin, Applied Statistics. Investigation of Dependencies (Handbook) [in Russian], Finansy i Statistika, Moscow (1985).
T. W. Anderson, An Introduction to Multivariate Statistical Analysis, Wiley, New York.
F. A. Berezin, “Several remarks on Wigner distribution,” Teor. Mat. Fiz.,17, No. 3, 305–318 (1973).
A. Weil, Integration in Topological Groups and Its Applications [in Russian], IL, Moscow (1950).
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).
V. S. Vladimirov and I. V. Volovich, “Superanalysis II. Integral Calculus,” Teor. Mat. Fiz.,60, No. 2, 169–198 (1984).
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).
V. V. Voevodin, “On asymptotic distribution of rounding errors in linear transformations,” Zh. Vychisl. Mat. Mat. Fiz.,7, No. 5, 965–976 (1967).
L. É. Gendenshtein and I. V. Krieve, “Supersymmetry in quantum mechanics,” Usp. Fiz. Nauk,146, No. 4, 553–590 (1985).
V. L. Girko, “On distribution of solutions of systems of linear equations with random coefficients,” Teor. Veroyatn. Mat. Statist., No. 2, 41–44 (1970).
V. L. Girko, “Limit theorems for a random determinant. I,” Teor. Veroyatn. Mat. Statist., No. 5, 27–33 (1971).
V. L. Girko, “On inequalities for a random determinant and a random permanent,” Teor. Veroyatn. Mat. Statist., No. 4, 48–57 (1971).
V. L. Girko, “Limit theorems for a randomdeterminant. II,” Teor. Veroyatn. Mat. Statist., No. 6, 41–48 (1972).
V. L. Girko, “Refinement of certain theorems for a random determinant and a random permanent,” Teor. Veroyatn. Mat. Statist., No. 7, 28–32 (1972).
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).
V. L. Girko, “Limit theorems for arandom determinant. III,” Teor. Veroyatn. Mat. Statist., No. 8, 28–34 (1973).
V. L. Girko, “Limit theorems for determinants of dominant random matrices,” Vychisl. Prikl. Mat. (Kiev), No. 19, 130–136 (1973).
V. L. Girko, “Random Jacobi Matrices. I,” Teor. Veroyatn. Mat. Statist., No. 12, 25–35 (1975).
V. L. Girko, Random Matrices [in Russian], Vishcha Shkola, Kiev (1975).
V. L. Girko, “Limit theorems of general form for spectral functions of random matrices,” Teor. Veroyatn. Primen., No. 1, 160–164 (1977).
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.
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.
V. L. Girko, “Lyapunov's stochastic problem,” Teor. Veroyatn. Mat. Statist., No. 20, 42–44 (1979).
V. L. Girko, “Logarithmic law,” Dokl. Akad. Nauk Ukr. SSR Ser. A, No. 4, 243–244 (1979).
V. L. Girko, “Wigner's semicircular law,” Teor. Veroyatn. Mat. Statist., No. 20, 39–42 (1979).
V. L. Girko, “Moments of inverse random matrices,” Issled. Operatsií i ASU, No. 14, 127–130 (1979).
V. L. Girko, “Distribution of eigenvalues and eigenvectors of Hermitian random matrices,” Ukr. Mat. Zh.,31, No. 5, 533–537 (1979).
V. L. Girko, “On central limit theorem for random determinants,” Teor. Veroyatn. Mat. Statist., No. 21, 35–39 (1979).
V. L. Girko, “On the uniqueness of the solution of a cannonical spectral equation,” Ukr. Mat. Zh.,32, No. 6, 802–804 (1980).
V. L. Girko, “Polar expansion of random matrices,” Teor. Veroyatn. Mat. Statist., No. 23, 20–30 (1980).
V. L. Girko, Theory of Random Determinants [in Russian], Vishcha Shkola, Kiev (1980).
V. L. Girko, “Eigenvalues of random matrices. I,” Teor. Veroyatn. Mat. Statist., No. 11, 10–16 (1974).
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.
V. L. Girko, “On normalized spectral functions of random matrices,” Teor. Veroyatn. Mat. Statist., No. 22, 29–33 (1980).
V. L. Girko, “E. Wigner's conjecture,” Vychisl. Prikl. Mat. (Kiev), No. 41, 71–79 (1980).
V. L. Girko, “Distribution of eigenvalues and eigenvectors of unitary random matrices,” Teor. Veroyatn. Mat. Statist., No. 25, 14–17 (1981).
V. L. Girko, “Central limit theorem for random determinants,” Teor. Veroyatn. Primen.,26, No. 3, 532–542 (1981).
V. L. Girko, “Eigenvalues of random matrices. II,” Teor. Veroyatn. Mat. Statist., No. 27, 27–28 (1982).
V. L. Girko, “V-transformation,” Dokl. Akad. Nauk Ukr. SSR Ser. A, No. 3, 5–6 (1982).
V. L. Girko, “On circular law,” Teor. Veroyatn. Mat. Statist., No. 28, 15–21 (1983).
V. L. Girko, Limit Theorems for Functions of Random Variables [in Russian], Vishcha Shkola, Kiev (1983).
V. L. Girko, “Circular law,” Teor. Veroyatn. Primen.,29, No. 4, 669–679 (1984).
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.
V. L. Girko, “Elliptic law,” Dokl. Akad. Nauk Ukr. SSR Ser. A, No. 1, 56–59 (1985).
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).
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).
V. L. Girko and I. N. Litvin, Kalman's stochastic condition,” Vychisl. Prikl. Mat. (Kiev), No. 49, 135–138 (1983).
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.
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).
U. Grenander, Probabilities on Algebraic Structures, Wiley, New York (1963).
F. J. Dyson, Statistical Theory of the Energy Levels of Complex Systems [Russian translation], IL, Moscow (1963).
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).
I. G. Zhurbenko, “Some moments of random determinants,” Teor. Veroyatn. Primen.,13, No. 4, 720–725 (1968).
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.
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.
M. Kac, Probability and Related Topics in Physical Sciences, Interscience, London-New York.
I. M. Lifshits, “On the structure of an energy spectrum and quantum states of unordered condensed systems,” Usp. Fiz. Nauk,183, 617–655 (1963).
A. A. Maradudin, Defects and Oscillation Spectrum of Crystals [Russian translation], Mir, Moscow (1968).
A. A. Maradudin, E. W. Montrall, and G. H. Weiss, Dynamic Theory of Crystal Lattice in a Harmonic Approximation [Russian translation], Mir, Moscow (1965).
V. A. Marchenko and L. A. Pastur, “Distribution of eigenvalues in some ensembles of random matrices,” Mat. Sb.,72, No. 4, 507–536 (1967).
L. D. Meshalkin and V. I. Serdobol'skii, “Errors in classification of multidimensional observations,” Teor. Veroyatn. Primen.,23, No. 4, 772–781 (1978).
S. A. Molchanov, “Structure of eigenfunctions of one-dimensional disordered structures,” Izv. Akad. Nauk SSSR, Ser. Mat.,42, No. 1, 70–103 (1978).
N. Mott, “Electrons in Disordered structures,” Adv. Phys.,16, 49–144 (1967).
N. F. Mott and É. Davis, Electronic Processes in Non-Crystalline Substances [Russian translation], Mir, Moscow (1974).
F. D. Muragan, The Theory of Group Representations, John Hopkins Press, Baltimore, MD (1938).
L. A. Pastur, “Spectra of random self-adjoint operators,” Usp. Mat. Nauk,28, No. 1, 3–64 (1973).
L. A. Pastur, “On the spectrum of random matrices,” Teor. Mat. Fiz.,10, No. 1, 102–112 (1972).
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).
A. D. Slastnikov, “On the distribution of some random determinants,” Teor. Veroyatn. Primen.,22, No. 4, 886–896 (1977).
S. Wilks, Mathematical Statistics, Wiley, New York (1962).
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).
E. J. Hannan, Group Representation and Applied Probability, Methuen, London (1965).
Hua Luo-geng, Harmonic Analysis of Functions of Several Complex Variables in the Classical Domains [Russian translation], IL, Moscow (1959).
N. Yu. Shubin, “Statistical methods in atomic theory,” Fiz. Élementar. Chastits. At. Yadra,5, No. 4, 1023–1074 (1974).
P. Erdös, “Some unsolved problems,” Matematika,7, No. 4, 109–143 (1963).
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).
G. A. Anderson, “An asymptotic expansion for the noncentral Wishart distribution,” Ann. Math. Statist.,41, No. 5, 1700–1707 (1970).
L. Arnold, “On Wigner's semicircle law for the eigenvalues of random matrices,” Z. Wahrsch. Verw. Gebiete,19, No. 3, 191–198 (1971).
L. Arnold, “On the asymptotic distribution fo the eigenvalues of random matrices,” J. Math. Anal. Appl.,20, 262–268 (1960).
O. P. Bagai, “The distribution of the generalized variance,” Ann. Math. Statist.,36, No. 1, 120–130 (1965).
R. E. Bellman, “A note on the mean value of random determinants,” Quart. Appl. Math.,13, No. 3, 322–324 (1955).
B. M. Bennett, “On the cumulants of the logarithmic generalized variance and variance ratio,” Skand. Aktuarietidskr.,38, No. 1–2, 17–21 (1955).
A. T. Bharucha-Reid, Probabilistic Methods in Applied Mathematics, Vol. 2, Academic Press, New York-London (1970).
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.
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).
F. J. Dyson, “The dynamics of a disordered linear chain,” Phys. Rev.,92, No. 6, 1331–1338 (1953).
V. Fabian, “Zufälliges Abrunden und die Konvergenz des linearen (Seideischen) Iterationsverfahrens,” Math. Nachr.,16, No. 5–6, 265–270 (1957).
R. Fortet, “Random determinants,” J. Res. Nat. Standards,47, 465–470 (1951).
N. R. Goodman, “The distribution of the determinant of a complex Wishart distributed matrix,” Ann. Math. Statist.,34, No. 1, 178–180 (1963).
A. T. James, “The noncentral Wishart distribution,” Proc. R. Soc. London Ser. A,229, No. 1178, 364–366
J. Komlós, “On the determinant of random matrices,” Stud. Sci. Math. Hung.,3, No. 4, 387–399 (1968).
J. Komlós, “On the determinant of (0. 1) matrices,” Stud. Sci. Math. Hung.,2, No. 1–2, 7–21 (1967).
M. L. Mehta, Random Matrices and the Statistical Theory of Energy Levels, Academic Press, New York-London (1967).
W. L. Nicholson, “On the distribution of 2×2 random normal determinants,” Ann. Math. Statist.,29, No. 2, 575–580 (1958).
H. Nyquist, S. O. Rice, and J. Riordan, “The distribution of random determinants,” Quart. Appl. Math.,12, No. 2, 97–104 (1954).
C. E. Porter, Statistical Theories of Spectra. Fluctuations, Academic Press, New York-London (1965).
A. Perikopa, “On random determinants. I,” Stud. Sci. Math. Hung.,2, No. 1–2, 125–132 (1967).
H. Schmidt, “Disordered one-dimensional crystals,” Phys. Rev.,105, No. 2, 425–441 (1957).
A. A. Selberg', “Bemerkninger om et multiplet integral,” Norsk Mat. Tidsskr.,26, 71–78 (1944).
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).
K. W. Wachter, “The strong limits of random matrix spectra for sample matrices of independent elements,” Ann. Probab.,6, no. 1, 1–18 (1978).
K. W. Wachter, “The limiting empirical measure of multiple discriminant ratios,” Ann. Statist.,8, No. 5, 937–957 (1980).
E. P. Wigner, “On the distribution of the roots of certain symmetric matrices,” Ann. Math.67, No. 2, 325–327 (1968).
E. P. Wigner, “Random matrices in physics,” SIAM Rev.,9, No. 1, 1–23 (1967).
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).
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).
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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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DOI: https://doi.org/10.1007/BF01095507