A note on the breakdown point of the least median of squares and least trimmed squares estimators
β Scribed by D. Vandev
- Publisher
- Elsevier Science
- Year
- 1993
- Tongue
- English
- Weight
- 239 KB
- Volume
- 16
- Category
- Article
- ISSN
- 0167-7152
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π SIMILAR VOLUMES
It is common to need to estimate the frequency response of a system from observed input-output data. This paper uses integral constraints to characterise the undermodelling-induced errors involved in solving this problem via parametric least-squares methods. This is achieved by exploiting the Hilber
Abstroct~Every linear parameter estimation problem gives rise to an overdetermined set of linear equations AX ~ B which is usually solved with the ordinary least squares (LS) method. Often, both A and B are inaccurate. For these cases, a more general fitting technique, called total least squares (TL