Analiza dyskryminacyjna. Podstawowe założenia i zastosowania w badaniach społecznych

• Authors: Piotr Radkiewicz

Title variants

EN

DISCRIMINANT ANALYSIS. BASIC ASSUMPTIONS AND APPLICATIONS IN SOCIAL RESEARCH

• Languages of publication: PL

Abstracts

EN

This article is dedicated to the discriminant analysis - a statistical method that allows to test differences between groups of observations (two or more), based on a set of selected independent variables (predictors). It may be effectively applied to various fields of social sciences and practice (psychology, sociology, political science, economy, law). Linear combination of independent variables, obtained on a basis of the discriminant analysis model, serves as a criterion of assigning observations to different groups. Information carried by an independent variables is saved in a synthetic form as discriminant function scores. Discriminant analysis may have two goals: discrimination (separation) and classification (allocation). In the first case, a researcher tries to explain causes of differences between groups of observations by making use of their characteristics available as "disciriminating" variables. In the second case, a researcher seeks to find a mathematical equation, that combines observation's group characteristics in order to effectively predict the unknown group category to which an observation belongs. First part of the article contains a general description of the statistical model; the second one includes two empirical examples of its application - for two and for four groups of observations.

Keywords

EN

DISCRIMINANT ANALYSIS; GROUPING VARIABLE; LINEAR DISCRIMINANT FUNCTION; GROUP CENTROIDS; CLASSIFICATION; OBSERVED AND PREDICTED GROUP MEMBERSHIP

• Publisher: Polskie Stowarzyszenie Psychologii Społecznej, Warszawa, Poland
• Journal: Psychologia Społeczna
• Year: 2010
• Volume: 5
• Issue: 2-3(14)
• Pages: 142-161

Contributors

author

Piotr Radkiewicz

• Instytut Studiów Społecznych, Uniwersytet Warszawski, ul. Stawki 5/7, 00-183 Warszawa, Poland