Criteria for Outliers Detection in Nonlinear Regression Problems

Computer Aided Chemical Engineering

Volumn 26, Issue , 2009, Pages 913-917

  Manenti, Flavio ^a   Buzzi Ferraris, Guido ^a  

^a POLITECNICO DI MILANO   (Italy)

Author keywords

Nonlinear regressions; Outliers detection; Parameters estimation; Robust methods

Indexed keywords

EID: 67649105736     PISSN: 15707946     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S1570-7946(09)70152-X     Document Type: Article

References (5)

1. Buzzi-Ferraris, G. (2008). BzzMath: Numerical libraries in C++. Politecnico di Milano, http://chem.polimi.it/homes/gbuzzi.
2. Buzzi-Ferraris, G., & Manenti, F. (2008). Kinetic Models Analysis. Chemical Engineering Science, doi: 10. 1016/j.ces. 2008. 10. 062.
3. Buzzi-Ferraris G., and Manenti F. Interpolation and Regression Models. Library for Numerical Problems (2009), WILEY-VCH, Weinheim, Germany in press
4. Rousseeuw P.J. Least median of squares regressions. J. Am. Stat. Assoc. 79 (1984) 871-880
5. Rousseeuw P.J., and Leroy A.M. Robust Regression and Outlier Detection (1987), John Wiley & Sons, US, New York