Complexity-regularized multiresolution density estimation

IEEE International Symposium on Information Theory - Proceedings

Volumn , Issue , 2004, Pages 303-

  Willett, Rebecca M ^a   Nowak, Robert D ^b  

^a RICE UNIVERSITY   (United States)

^b UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DENSITY ESTIMATION; LIKELIHOOD ESTIMATION; PROBABILITY MASS FUNCTIONS; RECURSIVE DYADIC PARTITION (RDP);

FUNCTIONS; MATHEMATICAL MODELS; PARAMETER ESTIMATION; POLYNOMIALS; PROBABILITY DENSITY FUNCTION; THEOREM PROVING; VECTORS; WAVELET TRANSFORMS;

COMPUTATIONAL COMPLEXITY;

EID: 5044250421     PISSN: 21578097     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (3)

1. Q. Li and A. Barron. Advances in Neural Information Processing Systems 12, chapter Mixture Density Estimation. MIT Press, 2000.
2. E. Kolaczyk and R. Nowak. Multi scale likelihood analysis and complexity penalized estimation. To appear in Annals of Stat., 2003. Available at http://www.ece.wisc.edu/nowak/pubs.html.
3. R. Willett and R. Nowak. Multiscale density estimation. Technical report, Rice University, 2003. Submitted to IEEE Transactions on Information Theory; available at http://www.ece.rice.edu/~willett/papers/WillettIT2003.pdf.