D 2013

Identification of Corporate Competitiveness Factors – Comparing Different Approaches

PUDIL, Pavel, Ladislav BLAŽEK, Petr SOMOL, Ondřej ČÁSTEK, Jiří GRIM et. al.

Basic information

Original name

Identification of Corporate Competitiveness Factors – Comparing Different Approaches

Authors

PUDIL, Pavel (203 Czech Republic, guarantor), Ladislav BLAŽEK (203 Czech Republic, belonging to the institution), Petr SOMOL (203 Czech Republic), Ondřej ČÁSTEK (203 Czech Republic, belonging to the institution) and Jiří GRIM (203 Czech Republic)

Edition

1. vyd. Reading, UK, Proceedings of the International Conference on Management, Leadership and Governance. Bangkok University, Thailand, 7-8 February 2013. p. 259-267, 9 pp. 2013

Publisher

Academic Conferences and Publishing International Limited

Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

50600 5.6 Political science

Country of publisher

United Kingdom of Great Britain and Northern Ireland

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

printed version "print"

References:

RIV identification code

RIV/00216224:14560/13:00066019

Organization unit

Faculty of Economics and Administration

ISBN

978-1-909507-00-5

UT WoS

000321615400033

Keywords (in Czech)

Faktory konkurenceschopnosti; finanční výkonnost; empirický výzkum; nelineární regrese; výběr příznaků; statistické rozpoznávání obrazů

Keywords in English

factors of corporate competitiveness; corporate financial performance; empirical research; non-linear regression; feature selection; statistical pattern recognition

Tags

International impact, Reviewed
Změněno: 26/2/2013 17:26, doc. Ing. Ondřej Částek, Ph.D.

Abstract

V originále

The methodology and current results of identifying factors of corporate competitiveness in the Czech Republic are discussed. The task is to investigate what is the mutual dependency between the corporate competitiveness (characterized here by the corporate financial performance (hereinafter called ‘CFP) and selected characteristics describing these companies. Such characteristics can be regarded as the factors of competitiveness. The task of determining these factors has to be solved in multidimensional space. Therefore, the feature selection methodology from statistical pattern recognition, selecting a group of the most informative characteristics appears to be a suitable and promising approach. As opposed to our recent paper based on the classification approach, an alternative approach based on non-linear statistical regression is presented here. The paper presents a brief introduction to both the approaches and the results achieved when using them.

In Czech

The methodology and current results of identifying factors of corporate competitiveness in the Czech Republic are discussed. The task is to investigate what is the mutual dependency between the corporate competitiveness (characterized here by the corporate financial performance (hereinafter called ‘CFP) and selected characteristics describing these companies. Such characteristics can be regarded as the factors of competitiveness. The task of determining these factors has to be solved in multidimensional space. Therefore, the feature selection methodology from statistical pattern recognition, selecting a group of the most informative characteristics appears to be a suitable and promising approach. As opposed to our recent paper based on the classification approach, an alternative approach based on non-linear statistical regression is presented here. The paper presents a brief introduction to both the approaches and the results achieved when using them.

Links

GAP403/12/1557, research and development project
Name: Přístupy k identifikaci faktorů výkonnosti podniků s důrazem na metody výběru příznaků ve statistickém rozpoznávání.