Information theoretic methods in probability and statistics

IEEE International Symposium on Information Theory - Proceedings

Volumn , Issue , 1997, Pages 2-

  Csiszár, Imre ^a  

^a ALFRÉD RÉNYI INSTITUTE OF MATHEMATICS   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

PROBABILITY; STATISTICAL METHODS;

LARGE DEVIATIONS THEORY;

INFORMATION THEORY;

EID: 0030677832     PISSN: 21578095     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.1997.612917     Document Type: Conference Paper

References (14)

1. D. Forney, Shannon Lecture, ISIT 1995
2. J. Heijek, "On a property of normal distributions of arbitrary stochastic processes," Czechosl. Mat. Bur., vol. 8, pp. 610-618, 1958 (in Russian).
3. I. N. Sanov, "On the probability of large deviations of random variables," Math. Sb., vol. 42, pp. 11-44, 1957 (in Russian).
4. I. Csiszk, "Sanov property, generalized I-projection and a conditional limit theorem," Ann. Probab., vol. 12, pp. 768-793, 1984.
5. M. Talagrand, "A new look at independence," Special Invited Paper, Ann. Probab., vol. 24, pp. 1-34, 1996.
6. I. Csiszk and J. Komer, "Information theory: Coding Theorems for Discrete Memoryless Systems." Academic, 1981.
7. K. Marton, "Bounding 2-distance by informational divergence: A way to prove measure concentration," Ann. Probab., to appear.
8. S. Kullback, "Information Theory and Statistics," Wiley, New York, 1959.
9. I. Csiszk, "I-divergence geometry of probability distributions and minimizationproblems," Ann. Probab., vol. 3, pp. 146-158, 1975.
10. E. T. Jaynes, "Papers on Probability, Statistics and Statistical Physics," (E. D. Rosenkrantz, ed.) Reidel, Dordrecht, 1983.
11. I. Csiszk, "Why least squares and maximum entropy? An axiomatic approach to inference for linear inverse problems," Ann. Statist., vol. 19, pp. 2032-2066,1991.
12. D. Dacunha-Castelle and F. Gamboa, "Maximum d'entropie et problbme des moments," Ann. Inst. H. Poincar C, vol. 4, pp. 567-596,1990.
13. J. Rissanen, "Stochastic Complexity in Statistical Inquiry," World Scientific, 1989.
14. R. Ahlswede and I. Csiszk, "Hypothesis testing with communication constraints," IEEE Trans. IT, vol. 32, pp. 533-542, 1986.