A complex linear regression model

Document Type

Article

Publication Date

1-1-2010

Abstract

This paper gives a comprehensive discussion on complex regression model by extending the idea of regression model to circular variables. Various aspect have been considered such as the biasness of parameters, error assumptions and model checking. The advantage of this approach is that it allows the use of usual technique available in ordinary linear regression for the regression of circular variables. The quality of the estimates and the feasibility of the approach were illustrated via simulation. The model was then applied to the wave direction data.

Keywords

Circular variables, complex linear regression model, Kolmogorov-Smirnov test, ordinary regression model

Publication Title

Sains Malaysiana

Volume

39

Issue

3

Publisher

Penerbit Universiti Kebangsaan Malaysia

Publisher Location

FACULTY SCIENCE & TECHNOLOGY, BANGI, SELANGOR, 43600, MALAYSIA

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