A new class of entropy estimators for multidimensional densities

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2003, Pages 297-300

  Miller, Erik G ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ENTROPY; PARAMETER ESTIMATION; POLYNOMIALS; PROBABILITY DENSITY FUNCTION; PROBLEM SOLVING; STATISTICAL METHODS;

ENTROPY ESTIMATORS;

IMAGE PROCESSING;

EID: 0141788264     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. T. M. Cover and J. A. Thomas, Elements of Information Theory, John Wiley & Sons, 1991.
2. J. Beirlant, E. Dudewicz, L. Gyorfi, and E. van der Meulen, "Nonparametric entropy estimation: An overview," International Journal of Mathematical and Statistical Sciences, vol. 6, no. 1, pp. 17-39, 1997.
3. Barry C. Arnold, N. Balakrishnan, and H.N. Nagaraja, A First Course in Order Statistics, John Wiley & Sons, 1992.
4. O. Vasicek, "A test for normality based on sample entropy," Journal of the Royal Statistical Society, Series B, vol. 38, pp. 54-59, 1976.
5. Edward B. Manoukian, Modern Concepts and Theorems of Mathematical Statistics, New York: Springer-Verlag, 1986.
6. P. Hall, "Limit theorems for sums of general functions of m-spacings," Math. Proc. Comb. Phil. Soc., vol. 96, pp. 517-532, 1984.
7. B. Ya Levit, "Asymptotically optimal estimation of nonlinear functionals," Problems of Information Transmission, vol. 14, pp. 65-72, 1978.
8. Atsuyuki Okabe, Barry Boots, Kokichi Sugihara, and Sung Nok Chiu, Spatial Tessellations: Concepts and Applications of Voronoi Diagrams, Second Edition, John Wiley & Sons, 1992.