15th Triennial World Congress of the International Federation of Automatic Control
Barcelona, 21–26 July 2002

Bias/Variance Issues in Identification

Session Slot: T-Fr-M01
Area Code: 3a

Paper TitleAuthors  
Bias and Variance of the Parameter Estimates for a One Dimensional Diffusion SystemBharath Bhikkaji and Torsten Söderström
Variance Aspects of L_2-Model Reduction When Undermodeling—The Output Error CaseFredrik Tjärnström
Accurate Quantification of Variance ErrorBrett Ninness and Hakan Hjalmarsson
Exact Quantification of Variance ErrorBrett Ninness and Hakan Hjalmarsson
Identification of Performance Limitations in Control Using ARX-Models.Hakan Hjalmarsson and Kristian Lindqvist
Estimator's Credibility and Its MeasuresX. Rong Li, Zhanlue Zhao, Vesselin P. Jilkov