Téléchargez le livre : Dependent Data in Social Sciences Research

Dependent Data in Social Sciences Research

Forms, Issues, and Methods of Analysis de

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Springer


Collection :

Springer Proceedings in Mathematics & Statistics

Paru le : 2015-10-19

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Description

This volume presents contributions on handling data in which the postulate of independence in the data matrix is violated. When this postulate is violated and when the methods assuming independence are still applied, the estimated parameters are likely to be biased, and statistical decisions are very likely to be incorrect. Problems associated with dependence in data have been known for a long time, and led to the development of tailored methods for the analysis of dependent data in various areas of statistical analysis. These methods include, for example, methods for the analysis of longitudinal data, corrections for dependency, and corrections for degrees of freedom. This volume contains the following five sections: growth curve modeling, directional dependence, dyadic data modeling, item response modeling (IRT), and other methods for the analysis of dependent data (e.g., approaches for modeling cross-section dependence, multidimensional scaling techniques, and mixed models). Researchers and graduate students in the social and behavioral sciences, education, econometrics, and medicine will find this up-to-date overview of modern statistical approaches for dealing with problems related to dependent data particularly useful.
Pages
385 pages
Collection
Springer Proceedings in Mathematics & Statistics
Parution
2015-10-19
Marque
Springer
EAN papier
9783319205847
EAN PDF
9783319205854
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
38
Taille du fichier
6830 Ko
Prix
147,69 €
EAN EPUB
9783319205854
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
38
Taille du fichier
3891 Ko
Prix
147,69 €

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