Some Aspects on Confirmatory Factor Analysis of Ordinal Variables : and Generating Non-normal Data

Language: English

Published by LAP LAMBERT Academic Publishing, 2012

3846552453 / 9783846552452

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nach der Bestellung gedruckt Neuware - Printed after ordering - This thesis, which consists of five papers, is concerned with various aspects of confirmatory factor analysis of ordinal variables as well as in the generation of non-normal data. The first paper studies the performances of different estimation methods used in confirmatory factor analysis when ordinal data are encountered. The second paper also investigates the approach used in confirmatory factor analysis of ordinal data. However, the appropriate estimator of the polychoric correlation is of interest. The third paper, although using the same confirmatory factor analysis model, varies from the first two papers by raising the issue of simultaneous factor analysis. The last two papers shift to the area of generating non-normal data. Starting from the univariate case, the fourth paper assesses the performance of the Fleishman's power method under various conditions of skewness, kurtosis, and sample size. The last paper extends the evaluation of algorithms on generating univariate non-normal data to multivariate non-normal data.…

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Title
Some Aspects on Confirmatory Factor Analysis of Ordinal Variables : and Generating Non-normal Data
Author
Hao Luo
Publisher
LAP LAMBERT Academic Publishing
Publication year
2012
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3846552453
ISBN 13
9783846552452
Item weight
369 grams
Dimensions
220x150x15 mm

AHA-BUCH GmbH

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