On the consistency of minimum complexity nonparametric estimation

IEEE Transactions on Information Theory

Volumn 44, Issue 5, 1998, Pages 1968-1973

  Chi, Zhiyi ^a   Geman, Stuart ^a  

^a BROWN UNIVERSITY   (United States)

Author keywords

Consistency, minimum complexity estimation, minimum description length, nonparametric estimation

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; PROBABILITY; SET THEORY;

MINIMUM COMPLEXITY NONPARAMETRIC ESTIMATION;

SIGNAL FILTERING AND PREDICTION;

EID: 0032165712     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/18.705576     Document Type: Article

References (2)

1. A. R. Barren and T. M. Cover, "Minimum complexity density estimation," IEEE Trans. Inform. Theory, vol. 37, pp. 1034-1054, July 1991.
2. A. R. Barron, "Complexity regularization with application to artificial neural networks," in Non-parametric Functional Estimation and Related Topics, G. Roussas, Ed. Boston, MS: Kluwer.