Zhanlue Zhao Huimin Chen X. Rong Li Department of Electrical Engineering...  Home/Search
Context
Related
| uno.edu/isl/Reprints06/C146.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: uno.edu/isl/RecentPublications (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: In this paper we consider model selection problem using samples of small or moderate size where each model can have unknown parameter without a fully specified likelihood function. A semiparametric model selection criterion is proposed where the penalty-based model complexity term is used for the parameter with fully specified model structure and the kernel density estimation is used for the unknown noise distribution. A linear regression problem with various noise distributions is studied and... (Update)
Active bibliography (related documents): More All
0.5: A Selective Overview of Nonparametric Methods in Financial.. - Fan (2003) (Correct)
0.4: Automated Modeling and Nonlinear Axis Scaling - Leejay Wu (2005) (Correct)
0.3: An MDL Approach for Multiple Low Observable Track - Initiation Chen Kirubarajan (Correct)
Similar documents based on text:
0.0: Unknown - (Correct)
BibTeX entry: (Update)
@misc{ huimin-semiparametric,
author = "Zhanlue Zhao Huimin",
title = "Semiparametric Model Selection With Applications To Regression",
url = "citeseer.ist.psu.edu/763469.html" }
Citations (may not include all citations):1291 The Nature of Statistical Learning Theory (context) - Vapnik - 1995
657 Bagging Predictors - Breiman - 1996
594 A New Look at the Statistical Model Identification (context) - Akaike - 1974
546 An Introduction to the Bootstrap (context) - Efron, Tibshirani - 1993
512 Density Estimation for Statistics and Data Analysis (context) - Silverman - 1986
340 Bayesian Theory (context) - Bernardo, Smith - 1994
258 Cross-Validatory Choice and Assessment of Statistical Predic.. (context) - Stone - 1974
248 An Introduction to Computational Learning Theory (context) - Kearns, Vazirani - 1994
244 Bayesian Interpolation - MacKay - 1992
93 Fisher Information and Stochastic Complexity (context) - Rissanen - 1996
90 Estimating the Dimension of a Model (context) - Schwartz - 1978
82 The Minimum Description Length Principle in Coding and Model.. (context) - Barron, Rissanen et al. - 1998
4 On Cross-Validation for Model Selection (context) - Rivals, Personnaz - 1999
3 Stochastic Complexity and the MDL Principle (context) - Rissanen - 1987
2 Nonlinear Time Series: Nonparametric and Parametric Methods (context) - Fan, Yao - 2003
1 Conditional Model Order Estimation (context) - Kay - 1910
1 Boosting a Weaking Learning Algorithm by Majority (context) - Freund - 1996
1 Kernel Probability Density Estimation Methods (context) - Towers - 2002
1 A Comparative Study on Model Selection and Multiple Model Fu.. (context) - Chen, Huang - 2005
Documents on the same site (http://ece.engr.uno.edu/isl/RecentPublications.htm): More
A Survey of Maneuvering Target Tracking - Part IV.. - Li, Jilkov (2002) (Correct)
A Survey of Maneuvering Target Tracking: Approximation.. - Li, Jilkov (2004) (Correct)
Multiple-Model Detection of Target Maneuvers - Ru, Li, Jilkov (2005) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC