Estimating parameters of factor analysis model (maximum likelihood method) by using EM algorithm with application
Author
al-Shukraji, Dhannun Yunus Dhannun
Source
al-Tarbiyah wa-al-Ilm : Majallat ilmiyah lil-Buhuth al-Ilmiyah al-Asasiyah
Issue
Vol. 22, Issue 1 (31 Mar. 2009), pp.120-129, 10 p.
Publisher
University of Mosul College of Education for Pure Science
Publication Date
2009-03-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Topics
Abstract EN
Expectation maximization algorithm (EM) is used to create estimator with the same qualities of maximum likelihood Estimator taking into consideration the existence of two types of data, Data viewing (observed data) and hidden data (missing data), in this research the estimating parameters of factor analysis model (maximum likelihood method) has been done by using expectation maximization algorithm and applied factor analysis (maximum likelihood method) on data for patients infected with breast cancer, and found from the results importance all of the variables in breast cancer variables except first variable (level of education) and fifth variable (hormone treatment used).
American Psychological Association (APA)
al-Shukraji, Dhannun Yunus Dhannun. 2009. Estimating parameters of factor analysis model (maximum likelihood method) by using EM algorithm with application. al-Tarbiyah wa-al-Ilm : Majallat ilmiyah lil-Buhuth al-Ilmiyah al-Asasiyah،Vol. 22, no. 1, pp.120-129.
https://search.emarefa.net/detail/BIM-621367
Modern Language Association (MLA)
al-Shukraji, Dhannun Yunus Dhannun. Estimating parameters of factor analysis model (maximum likelihood method) by using EM algorithm with application. al-Tarbiyah wa-al-Ilm : Majallat ilmiyah lil-Buhuth al-Ilmiyah al-Asasiyah Vol. 22, no. 1 (Mar. 2009), pp.120-129.
https://search.emarefa.net/detail/BIM-621367
American Medical Association (AMA)
al-Shukraji, Dhannun Yunus Dhannun. Estimating parameters of factor analysis model (maximum likelihood method) by using EM algorithm with application. al-Tarbiyah wa-al-Ilm : Majallat ilmiyah lil-Buhuth al-Ilmiyah al-Asasiyah. 2009. Vol. 22, no. 1, pp.120-129.
https://search.emarefa.net/detail/BIM-621367
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 129
Record ID
BIM-621367