Robustness Of Maximum Likelihood Factor Analysis To Nonrandomness
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Robustness Of Maximum Likelihood Factor Analysis To Nonrandomness
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Author : Noma H. Shaw
language : en
Publisher:
Release Date : 1977
Robustness Of Maximum Likelihood Factor Analysis To Nonrandomness written by Noma H. Shaw and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with Factor analysis categories.
Robustness Of The Maximum Likelihood Estimation Procedure In Factor Analysis
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Author : Edmund Lester Fuller
language : en
Publisher:
Release Date : 1965
Robustness Of The Maximum Likelihood Estimation Procedure In Factor Analysis written by Edmund Lester Fuller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1965 with Estimation theory categories.
On The Robustness Of Lisrel Maximum Likelihood Estimation Against Small Sample Size And Non Normality
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Author : Anne Boomsma
language : en
Publisher:
Release Date : 1983
On The Robustness Of Lisrel Maximum Likelihood Estimation Against Small Sample Size And Non Normality written by Anne Boomsma and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Estimation theory categories.
Robustness Of The Maximum Liklihood Estimation Procedure In Factor Analysis
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Author : E. L. Fuller
language : en
Publisher:
Release Date : 1965
Robustness Of The Maximum Liklihood Estimation Procedure In Factor Analysis written by E. L. Fuller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1965 with categories.
Maximum Likelihood Factor Analysis In Economical Use
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Author : Mogens Weinreich
language : da
Publisher:
Release Date : 1980
Maximum Likelihood Factor Analysis In Economical Use written by Mogens Weinreich and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with categories.
Penalized Maximum Likelihood Factor Analysis
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Author : Jang Hoon Choi
language : en
Publisher:
Release Date : 2010
Penalized Maximum Likelihood Factor Analysis written by Jang Hoon Choi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with categories.
Robustness In Confirmatory Factor Analysis
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Author : Youngkyoung Min
language : en
Publisher:
Release Date : 2008
Robustness In Confirmatory Factor Analysis written by Youngkyoung Min and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
When the scale was set by specifying factor loadings equal to one, there were no important effects of the factors on the factor loading, factor variance, or factor covariance estimates. Results for standard error estimates indicate that Robust ML estimates were superior to the non-robust estimates in the bias of the standard error estimates for the non-normal distributions, and the standard error estimates were underestimated for the distribution with positive kurtosis and overestimated for the distribution with negative kurtosis. From the results, it can be concluded that ML estimation method should be adopted for a normal distribution regardless of sample size, model, and scale-setting method to obtain less biased estimates of parameters and standard errors, and Robust ML should be used for nonnormal distributions to improve estimation of standard errors. However, Robust ML estimation works very well even for a normal distribution and some cases better than GLS. It was also found that robust estimation generally worked better than non-robust estimation for the nonnormal distributions regardless of the sample size and the model type. When the distribution is non-normal, Robust GLS generally performs well, although Robust ML has less bias than Robust GLS.
On The Maximum Likelihood Method Of Factor Analysis
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Author : Susan S. Navarro
language : en
Publisher:
Release Date : 1979
On The Maximum Likelihood Method Of Factor Analysis written by Susan S. Navarro and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Factor analysis categories.
The Robustness Of Maximum Likelihood Parameter Estimates In Structural Equation Models With Nonnormal Variables
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Author : John F. Finch
language : en
Publisher:
Release Date : 1992
The Robustness Of Maximum Likelihood Parameter Estimates In Structural Equation Models With Nonnormal Variables written by John F. Finch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Factor analysis categories.
The Maximum Likelihood Method In Factor Analysis With Special Consideration To The Problem Of Improper Solutions
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Author : Anders Mattsson
language : en
Publisher:
Release Date : 1966
The Maximum Likelihood Method In Factor Analysis With Special Consideration To The Problem Of Improper Solutions written by Anders Mattsson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1966 with categories.