|
The efficient evaluation of the hypergeometric function of a matrix argument
Author(s):
Plamen
Koev;
Alan
Edelman.
Journal:
Math. Comp.
75
(2006),
833-846.
MSC (2000):
Primary 33C20, 65B10;
Secondary 05A99
Posted:
January 19, 2006
Retrieve article in:
PDF DVI PostScript
Abstract |
References |
Similar articles |
Additional information
Abstract:
We present new algorithms that efficiently approximate the hypergeometric function of a matrix argument through its expansion as a series of Jack functions. Our algorithms exploit the combinatorial properties of the Jack function, and have complexity that is only linear in the size of the matrix.
References:
-
- 1.
- P.-A. Absil, A. Edelman, and P. Koev, On the largest principal angle between random subspaces, Linear Algebra Appl., to appear.
- 2.
- R. W. Butler and A. T. A. Wood, Laplace approximations for hypergeometric functions with matrix argument, Ann. Statist. 30 (2002), no. 4, 1155-1177. MR 1926172 (2003h:62076)
- 3.
- J. Demmel and P. Koev, Accurate and efficient evaluation of Schur and Jack functions, Math. Comp., 75 (2005), no. 253, 223-239.
- 4.
- I. Dumitriu, Eigenvalue statistics for the Beta-ensembles, Ph.D. thesis, Massachusetts Institute of Technology, 2003.
- 5.
- I. Dumitriu and A. Edelman, Matrix models for beta ensembles, J. Math. Phys. 43 (2002), no. 11, 5830-5847. MR 1936554 (2004g:82044)
- 6.
- A. Edelman and B. Sutton, Tails of condition number distributions, SIAM J. Matrix Anal. Appl., accepted for publication, 2005.
- 7.
- P. Forrester, Log-gases and random matrices, http://www.ms.unimelb.edu.au/~matpjf/ matpjf.html
- 8.
- H. Gao, P.J. Smith, and M.V. Clark, Theoretical reliability of MMSE linear diversity combining in Rayleigh-fading additive interference channels, IEEE Transactions on Communications 46 (1998), no. 5, 666-672.
- 9.
- K. I. Gross and D. St. P. Richards, Total positivity, spherical series, and hypergeometric functions of matrix argument, J. Approx. Theory 59 (1989), no. 2, 224-246. MR 1022118 (91i:33005)
- 10.
- R. Gutiérrez, J. Rodriguez, and A. J. Sáez, Approximation of hypergeometric functions with matricial argument through their development in series of zonal polynomials, Electron. Trans. Numer. Anal. 11 (2000), 121-130.MR 1799027 (2002b:33004)
- 11.
- G. H. Hardy, Ramanujan: Twelve lectures on subjects suggested by his life and work, AMS Chelsea, New York, 1999.MR 0004860 (3:71d)
- 12.
- M. Kang and M.-S. Alouini, Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems, IEEE Journal on Selected Areas in Communications 21 (2003), no. 3, 418-431.
- 13.
- P. Koev,
http://www-math.mit.edu/~plamen. - 14.
- I. G. Macdonald, Symmetric functions and Hall polynomials, Second ed., Oxford University Press, New York, 1995. MR 1354144 (96h:05207)
- 15.
- The MathWorks, Inc., Natick, MA, MATLAB reference guide, 1992.
- 16.
- R. J. Muirhead, Latent roots and matrix variates: a review of some asymptotic results, Ann. Statist. 6 (1978), no. 1, 5-33. MR 0458719 (56:16919)
- 17.
- -, Aspects of multivariate statistical theory, John Wiley & Sons Inc., New York, 1982. MR 0652932 (84c:62073)
- 18.
- K. E. Muller, Computing the confluent hypergeometric function,
, Numer. Math. 90 (2001), no. 1, 179-196. MR 1868767 (2003a:33044) - 19.
- A. J. Sáez, Software for calculus of zonal polynomials,
http://estio.ujaen.es/Profesores/ajsaez/software.html, 2004. - 20.
- R. Stanley, Some combinatorial properties of Jack symmetric functions, Adv. Math. 77 (1989), no. 1, 76-115. MR 1014073 (90g:05020)
- 21.
- -, Enumerative combinatorics. Vol. 1, Cambridge Studies in Advanced Mathematics, vol. 49, Cambridge University Press, Cambridge, 1997. MR 1442260 (98a:05001)
- 22.
- -, Enumerative combinatorics. Vol. 2, Cambridge Studies in Advanced Mathematics, vol. 62, Cambridge University Press, Cambridge, 1999. MR 1676282 (2000k:05026)
Similar Articles:
Retrieve articles in Mathematics of Computation
with MSC
(2000):
33C20, 65B10,
05A99
Retrieve articles in all Journals with MSC
(2000):
33C20, 65B10,
05A99
Additional Information:
Plamen
Koev
Affiliation:
Department of Mathematics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
Email:
plamen@math.mit.edu
Alan
Edelman
Affiliation:
Department of Mathematics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
Email:
edelman@math.mit.edu
DOI:
10.1090/S0025-5718-06-01824-2
PII:
S 0025-5718(06)01824-2
Keywords:
Hypergeometric function of a matrix argument,
Jack function,
zonal polynomial,
eigenvalues of random matrices
Received by editor(s):
September 16, 2004
Received by editor(s) in revised form:
February 26, 2005
Posted:
January 19, 2006
Additional Notes:
This work was supported in part by NSF Grant DMS-0314286.
Copyright of article:
Copyright
2006,
American Mathematical Society
|