D 2013

Identification of Corporate Competitiveness Factors – Comparing Different Approaches

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

Základní údaje

Originální název

Identification of Corporate Competitiveness Factors – Comparing Different Approaches

Autoři

PUDIL, Pavel (203 Česká republika, garant), Ladislav BLAŽEK (203 Česká republika, domácí), Petr SOMOL (203 Česká republika), Ondřej ČÁSTEK (203 Česká republika, domácí) a Jiří GRIM (203 Česká republika)

Vydání

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

Nakladatel

Academic Conferences and Publishing International Limited

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

50600 5.6 Political science

Stát vydavatele

Velká Británie a Severní Irsko

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

tištěná verze "print"

Odkazy

Kód RIV

RIV/00216224:14560/13:00066019

Organizační jednotka

Ekonomicko-správní fakulta

ISBN

978-1-909507-00-5

UT WoS

000321615400033

Klíčová slova česky

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

Klíčová slova anglicky

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

Příznaky

Mezinárodní význam, Recenzováno
Změněno: 26. 2. 2013 17:26, doc. Ing. Ondřej Částek, Ph.D.

Anotace

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.

Česky

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.

Návaznosti

GAP403/12/1557, projekt VaV
Název: Přístupy k identifikaci faktorů výkonnosti podniků s důrazem na metody výběru příznaků ve statistickém rozpoznávání.