Estimating parameters of factor analysis model maximum likelihood method)) by using EM algorithm with application

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Estimating parameters of factor analysis model maximum likelihood method)) by using EM algorithm with application

Thanoon alshakerchy · University of Mosul, College of Education for Pure Science · 2009

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Author / responsible party

Thanoon alshakerchy

Publisher

University of Mosul, College of Education for Pure Science

Year

2009

ISSN

1812-125X

ISSN

1812-125X

Language

English

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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).

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APA 7

alshakerchy, T. (2009). Estimating parameters of factor analysis model maximum likelihood method)) by using EM algorithm with application. https://doi.org/10.33899/edusj.2009.57442

MLA

alshakerchy, Thanoon. "Estimating parameters of factor analysis model maximum likelihood method)) by using EM algorithm with application." 2009. https://doi.org/10.33899/edusj.2009.57442.

Chicago

alshakerchy, Thanoon. 2009. "Estimating parameters of factor analysis model maximum likelihood method)) by using EM algorithm with application.". https://doi.org/10.33899/edusj.2009.57442.

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alshakerchy, T. 2009, Estimating parameters of factor analysis model maximum likelihood method)) by using EM algorithm with application, University of Mosul, College of Education for Pure Science, available at: https://doi.org/10.33899/edusj.2009.57442 [Accessed 7 Aug. 2026].

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Title: Estimating parameters of factor analysis model maximum likelihood method)) by using EM algorithm with application

Author / contributors: Thanoon alshakerchy

Publisher: University of Mosul, College of Education for Pure Science

Publication year: 2009

ISSN: 1812-125X

ISSN: 1812-125X

Language: English

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factor analysis model; maximum likelihood method; em algorithm