Conditional NML universal models

2007 Information Theory and Applications Workshop, Conference Proceedings, ITA

Volumn , Issue , 2007, Pages 337-341

  Rissanen, Jorma ^a   Roos, Teemu ^a  

^a UNIVERSITY OF HELSINKI   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 48049110449     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITA.2007.4357600     Document Type: Conference Paper

References (11)

1. Barron, A.R., Rissanen, J., and Yu, B. (1998), 'The MDL Principle in Modeling and Coding', IEEE Trans. Information Theory, Vol. IT-44, No. 6, pp 2743-2760
2. Davis, M.H.A. and Hemerly, E.M. (1990), 'Order Determination and Adaptive Control of ARX Models Using the PLS Criterion', Proceedings of the Fourth Bad Honnef Conference on Stochastic Differential Systems. Lecture Notes in Control and Information Sci. (N. Christopeit, ed.) Springer, New York
3. Krichevsky, R.E. and Trofimov V.K. (1981), 'The Performance of Universal Encoding', IEEE Trans. Information Theory, Vol. IT-27, No. 2, pp. 199-207
4. Lai, T.L. and Wei, C.Z. (1982), 'Least Squares Estimates in Stochastic Regression Models with Applications to Identification and Control of Dynamic Systems', Annals of Statistics, Vol 10, 1, 154-166
5. Rissanen, J. (1984), 'Universal Coding, Information, Prediction, and Estimation', IEEE Trans. Information Theory, Vol. IT-30, No. 4, 629-636
6. Rissanen, J. (1986), 'A Predictive Least Squares Principle', IMA J. Math. Control Inform. 3, 211-222
7. Rissanen, J. (1996), 'Fisher Information and Stochastic Complexity', IEEE Trans. Information Theory, Vol. IT-42, No. 1, pp 40-47
8. Rissanen, J. (2007), Information and Complexity in Statistical Modeling, Springer Verlag, Series Information Science and Statistics, 140 pages
9. Shtarkov, Y. (1987), 'Universal Sequential Coding of Single Messages', Problems of Information Transmission, Vol. 23, No. 3, pp. 175-186
10. Takimoto, E. and Warmuth, M. (2000), 'The Last-Step Minimax Algorithm', Proceedings of the I1'th International Conference on Algorithmic learning Theory
11. Wei, C.Z. (1992), 'On Predictive Least Squares Principles', Annals of Statistics, Vol 20, 1, 1-42