Consistency conditions on the least squares estimator in single common factor analysis model

1986 ◽  
Vol 38 (1) ◽  
pp. 57-68 ◽  
Author(s):  
Yutaka Kano
Keyword(s):  
Factor Analysis ◽  
Least Squares ◽  
Common Factor ◽  
Least Squares Estimator ◽  
Analysis Model ◽  
Factor Analysis Model ◽  
Consistency Conditions ◽  
Common Factor Analysis

scholarly journals An Entropy-Based Tool to Help the Interpretation of Common-Factor Spaces in Factor Analysis

Entropy ◽  
2021 ◽  
Vol 23 (2) ◽  
pp. 140
Author(s):  
Nobuoki Eshima ◽  
Claudio Giovanni Borroni ◽  
Minoru Tabata ◽  
Takeshi Kurosawa
Keyword(s):  
Factor Analysis ◽  
Correlation Analysis ◽  
Canonical Correlation ◽  
Common Factor ◽  
Common Factors ◽  
Correlation Coefficients ◽  
Analysis Model ◽  
Factor Analysis Model ◽  
Numerical Examples ◽  
The Common

This paper proposes a method for deriving interpretable common factors based on canonical correlation analysis applied to the vectors of common factors and manifest variables in the factor analysis model. First, an entropy-based method for measuring factor contributions is reviewed. Second, the entropy-based contribution measure of the common-factor vector is decomposed into those of canonical common factors, and it is also shown that the importance order of factors is that of their canonical correlation coefficients. Third, the method is applied to derive interpretable common factors. Numerical examples are provided to demonstrate the usefulness of the present approach.

Spectrum Decomposition through Maximum Likelihood Common Factor Analysis of the EPR Spectra of Na+ Containing Carbonated Apatites Dried at 400°C

1993 ◽  
Vol 53 (6) ◽  
pp. 416-423
Author(s):  
Peter D. W. Moens ◽  
Ronald M. H. Verbeeck ◽  
Paul J. De Volder ◽  
Freddy J. Callens ◽  
Erna A. P. De Maeyer
Keyword(s):  
Factor Analysis ◽  
Maximum Likelihood ◽  
Common Factor ◽  
Epr Spectra ◽  
Common Factor Analysis ◽  
Carbonated Apatites ◽  
Spectrum Decomposition

Noniterative Estimation for the Multiple Battery Factor Analysis Model

1997 ◽  
Vol 24 (1) ◽  
pp. 3-18 ◽  
Author(s):  
Michael W. Browne ◽  
Krishna Tateneni
Keyword(s):  
Factor Analysis ◽  
Analysis Model ◽  
Factor Analysis Model
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