Scientific Research and Essays

  • Abbreviation: Sci. Res. Essays
  • Language: English
  • ISSN: 1992-2248
  • DOI: 10.5897/SRE
  • Start Year: 2006
  • Published Articles: 2752

Full Length Research Paper

Analysis of missing values in simultaneous linear functional relationship model for circular variables

S. F. Hassan, Y. Z. Zubairi and A. G. Hussin*
Centre for Foundation Studies in Science, University of Malaya, 50603 Kuala Lumpur, Malaysia.
Email: [email protected]

  •  Accepted: 19 May 2010
  •  Published: 30 September 2013

Abstract

Missing values arise in many research fields and is a common problem in analysis. Unlike linear data, the methods proposed to handle missing values for circular variables have not been developed. This could be contributed to the closed form of circular variables. An imputation methods based on circular mean by column and sample circular mean are proposed for the simultaneous linear functional relationship model for circular variables. Simulation studies are conducted to assess the performance of the proposed methods. The results suggest that the proposed method provide an adequate approach in handling the presence of missing values for circular variables.

 

Key words: Circular data, circular mean, missing value, simultaneous linear functional relationship model.