Prognozowanie upadłości przedsiębiorstw za pomocą wybranych metod wielowymiarowej analizy statystycznej

• Authors: Katarzyna Dębkowska

Title variants

EN

PREDICTING BANKRUPTCY OF ENTERPRISES WITH SELECTED MULTIVARIATE STATISTICAL ANALYSIS METHODS

• Languages of publication: PL

Abstracts

EN

This article aims to assess the efficiency of selected methods of multivariate analysis. The statistical fixed in predicting bankruptcy of enterprises. Compared the classification results of three methods: classification trees, regression of logit and discriminant analysis. The study created a base of Polish companies representing various sectors, among whom were both bankrupt and no-bankrupt, and the ratio between one and the others was 1:1. Each company is described by means of diagnostic variables as financial ratios. Data were collected for analysis on the basis of information contained in the Corporate Database Emerging Markets Information Service (EMIS).

Keywords

EN

BANKRUPTCY; CLASSIFICATION TREES; REGRESSION OF LOGIT; DISCRIMINANT ANALYSIS

• Publisher: Wydział Zarządzania - Uniwersytet Gdański
• Journal: Zarządzanie i Finanse
• Year: 2012
• Volume: 1
• Issue: 1
• Pages: 175-184

Contributors

author

Katarzyna Dębkowska

• Katedra Informatyki Gospodarczej i Logistyki, Wydział Zarządzania, Politechnika Białostocka