Modelling in the Class of Regression Equations Systems in Conditions of Structural Uncertainty. Alexander Sarychev. IWIM, Prague, 2007.
Article (in pdf)
Abstract. The problem of search of optimum complexity system of regression equations by principles of the Group Method of Data Handling surveyed. The criterion of quality of a system of regression equations which is system analogue of criterion of the regularity is offered . The criterion is researched in the scheme of repeated observations.
Keywords. Group Method of Data Handling, criterion of the regularity for regression equations system, repeated observations scheme.
References.
- A. G. Ivakhnenko and V. S. Stepashko, Pomekhoustoychivost’ modelirovaniya (Noise Immunity of Modelling), Naukova dumka, Kiev (1985).
- A. G. Ivakhnenko and Yu. P. Yurachkovskiy, Modelirovaniye slozhnykh system po eksperimental’nym dannym (Modelling of Complex Systems for Experimental Data), Radio i Svyaz’, Moscow (1987).
- Muller J.-A., Lemke F. Self-organizing Data Mining. Extracting Knowledge from Data. Libri, Hamburg (2000).
- A. P. Sarychev, Estimation of Coefficients in Systems of Regression Models, Problems of Control and Informatics, 4, 74–82 (2003) (Journal of Automation and Information Sciences, Vol. 35, 7 (2003)).
- A. P. Sarychev, Estimation of Coefficients in Systems of Regression Models. A Case of Covarience Matrix, Known to Within Scalar Parameter, Artificial Intelligence (Ukraine), 4, 182–190 (2004).
- A. P. Sarychev, Determination of J-optimal set of Regressors by the Repeated Observation Samples, Automatika, 3, 58–66 (1993) (Soviet J. of Automation and Information Sciences, Vol. 25, 3 (1993)).
- A. P. Sarychev, System Regularity Criterion of Group Method of Data Handling, Problems of Control and Informatics, 6, 25–37 (2006) (Journal of Automation and Information Sciences, Vol. 38, 11 (2006)).
- T.W. Anderson, An Introduction to Multivariate Statistical Analysis. – New York, John Wiley & Sons. Inc. (1958).
Last modified by Perelom on 11/03/07 11:31:52 (10 months ago)
