Vybrané metody analýzy panelových dat

• Authors: Pakosta Petr , Fucik Petr

Title variants

EN

SELECTED METHODS FOR THE ANALYSIS OF PANEL DATA

• Languages of publication: CS

Abstracts

EN

Advances in the statistical analysis of longitudinal data has been so rapid, that it has been difficult for empirically oriented social scientists to remain informed of all new developments in this important area of social methodology. This article offers some guidance on the use of various types of panel data analysis techniques, paying particular attention to the analysis of longitudinal panel data. The aim of this article is to describe in a succinct manner the logic underpinning a number of panel analysis techniques; outlining the types of inferences that can be drawn from employing specific techniques, and providing the reader with references to the literature associated with particular forms of panel data analysis. Five types of panel data analysis are discussed: Event history analysis, Sequential analysis, Hierarchical linear (or multi-level) modeling (with application to longitudinal data analysis), Structural equation modeling with longitudinal data, and use of Log- linear and Markov chain models for longitudinal data with categorical variables.

Keywords

EN

ANALYZA DAT; PANELOVY VYZKUM

Discipline

• SOCIOLOGY: SOCIOLOGY

• Publisher: Institute of Sociology, Czech Academy of Sciences
• Journal: Data a výzkum - SDA Info (Data and Research - SDA Info)
• Year: 2009
• Volume: 3
• Issue: 1
• Pages: 77-96
• Document type: ARTICLE

Contributors

author

Pakosta Petr

author

Fucik Petr

• Petr Pakosta, IVRIS, FSS Masarykova univerzita, Brno, Jostova 10, 602 00 Brno, Czech Republic

Identifiers

CEJSH db identifier

11CZAAAA094927