<abstract xml:lang="en" xmlns="http://www.w3.org/1999/xhtml"><p>A new kind of linear model with partially variant coefficients is proposed and a series of iterative algorithms are introduced and verified. The new generalized linear model includes the ordinary linear regression model as a special case. The iterative algorithms efficiently overcome some difficulties in computation with multidimensional inputs and incessantly appending parameters. An important application is described at the end of this article, which shows that this new model is reasonable and applicable in practical fields.</p></abstract>

A new kind of linear model with partially variant coefficients is proposed and a series of iterative algorithms are introduced and verified. The new generalized linear model includes the ordinary linear regression model as a special case. The iterative algorithms efficiently overcome some difficulties in computation with multidimensional inputs and incessantly appending parameters. An important application is described at the end of this article, which shows that this new model is reasonable and applicable in practical fields.

Iterative Estimators of Parameters in Linear Models with Partially Variant Coefficients

Nanjing University of Science and Technology, 210071, Nanjing, China

Department of Computer Science, Royal Institute of Technology, Stockholm, 100-44, Sweden

University of Liverpool, Liverpool, United Kingdom, L69 3 GH, Liverpool, UK

International Journal of Applied Mathematics and Computer Science

A new kind of linear model with partially variant coefficients is proposed and a series of iterative algorithms are introduced and verified. The new...

Iterative Estimators of Parameters in Linear Models with Partially Variant Coefficients

Published Online: Jul 17, 2007

Page range: 179 - 187

DOI: https://doi.org/10.2478/v10006-007-0017-0

Keywords
linear model, parameter estimation, iterative algorithms, variant coefficients

This content is open access.

Iterative Estimators of Parameters in Linear Models with Partially Variant Coefficients

Published Online: Jul 17, 2007

Page range: 179 - 187

DOI: https://doi.org/10.2478/v10006-007-0017-0

Keywordslinear model, parameter estimation, iterative algorithms, variant coefficients

This content is open access.

Keywords
linear model, parameter estimation, iterative algorithms, variant coefficients