Iterative majorizing rotation to orthogonal simple structure solution

Trendafilov, Nickolay (1996). Iterative majorizing rotation to orthogonal simple structure solution. Multivariate Behavioral Research, 31(3) pp. 271–287.

DOI: https://doi.org/10.1207/s15327906mbr3103_1

Abstract

An iterative process is proposed for obtaining an orthogonal simple structure solution. At each iteration step a target matrix is constructed, such that the relative contributions of the target majorize the original ones, factor by factor. The convergence of the procedure is proven. The algorithm is illustrated with several standard numerical examples. Simple structure solution is achieved for the Thurstone's 26-variable box problem.

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About

• Item ORO ID
• 28350
• Item Type
• Journal Item
• ISSN
• 1532-7906
• Academic Unit or School
• Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics
  Faculty of Science, Technology, Engineering and Mathematics (STEM)
• Copyright Holders
• © 1996 Psychology Press
• Depositing User
• Sarah Frain