Dependent Data in Social Sciences Research
Broschiertes Buch

Dependent Data in Social Sciences Research

Forms, Issues, and Methods of Analysis

Herausgegeben: Stemmler, Mark; Eye, Alexander von; Wiedermann, Wolfgang
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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 longitudi...