Title :
Alternating Projection Algorithm of Linear Regression Method with Convex Constraint in Psychological Dimension Analysis
Author :
Tong, Hengqing ; Wang, Wenjuan ; Liu, Yang
Author_Institution :
Dept. of Math., Wuhan Univ. of Technol., Wuhan, China
Abstract :
This paper studies evaluation problem in psychological health. Based on the psychological dimensions and the actual evaluation work, we propose a kind of generalized linear regression model with convex constraint, named as Evaluation Model, in which the dependent variable and regression coefficients all are unknown. We analyze the algorithm of the model with linear regression method. Then the least square estimate of parameters using the alternating projection algorithm is presented. At last, we use this least square iterative method to work out the parameters of the evaluation model. Our work could be a useful guide for the further research of psychological dimension in evaluation work.
Keywords :
biology computing; physiology; alternating projection algorithm; convex constraint; least square iterative method; linear regression method; psychological dimension analysis; psychological health; Algorithm design and analysis; Iterative algorithms; Least squares approximation; Least squares methods; Linear regression; Mathematics; Paper technology; Parameter estimation; Projection algorithms; Psychology;
Conference_Titel :
Bioinformatics and Biomedical Engineering , 2009. ICBBE 2009. 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2901-1
Electronic_ISBN :
978-1-4244-2902-8
DOI :
10.1109/ICBBE.2009.5162303