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STATISTICAL ANALYSIS OF MULTIDIMENSIONAL DATA IN FINANCIAL ANALYSIS
Abstract
One of the aims of each financial analyst is to make a statistical analysis of multidimensional data in a financial analysis. The aim of all methods of multi-criteria evaluation is transforming and synthesizing values of various parameters into one - integral indicator, comprehensively expressing the level of individual enterprises in the set of values examined. The purpose of each multidimensional analysis is to process the data in order to clearly indicate the model and thus reveal the hidden phenomenon. The aim of the paper is to analyze multidimensional statistical methods in non-financial corporations. Within the multidimensional statistical methods, the paper is focused on the Principal Component Analysis (PCA) and Factor Analysis (FA) application. The research sample consists of 138 non-financial corporations in the industry according SK NACE. Evaluation indicators, which are the financial ratio metrics of individual non-financial corporations were designed based on the absolute status indicators that were obtained from the Registry of Financial Statements of the Slovak Republic. The result of the analysis is the comparison of non-financial corporations in the market space.
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References11
Gros, I., Kvantitatívni metódy v manažérskem rozhodování. Praha, 2003.
Hebák, P. a kol., Vícerozměrné statistické metódy (2). Praha, 2003.
Jenčová, S., Litavcová, E., Vašaničová, P., Aplikácia viacrozmerných metód v odvetví zdravotníctva. Nitrianske štatistické dni, Slovakia, 2017, pp.17-23.
Jenčová, S., Litavcová, E., Vašaničová, P., Košíková, M., Implementation of multidimensional analytic methods to compare performance between corporations, SMSIS. Proceedings of the 12th international conference, Ostrava, Czech, 2017, pp 21- 29.
Meloun, M., Militký, J., Hill, M., Štatistická analýza vícerozměrných dat v příkladech. Praha, 2012.
Molinero. M. C., EzzameL, M., Multidimensional Scalling Applied to Corporate Failure, Manchester, 1991.
Stankovičová, I., Vojtková., M, Viacrozmerné štatistické metódy s aplikáciami, Bratislava, 2012.
Štefko, R., Fedorko, I., Bačík, R., et al. 2015. An Analysis of Perceived Topicality of Website content Influence in Terms of Reputation Management. In: Polish Journal of Management Studies. Vol. 12(1), p. 177-185.
Šofranková, B., Kiseľáková, D., Horváthová J., 2017. Actual questions of risk management in models affecting enterprise performance. Journal of Economics.Vol. 65(7), pp. 644-667.
Petruška, I., Analýza ukazovateľov cestovného ruchu krajín EÚ pomocou multidimenzionálneho škálovania, Ekonomická aktivita turizmu. Prešov, Slovakia, 2017, pp. 117-125.
Vašaničová P., Relationship between wages and labor productivity in Slovak industry, Journal of Management and Business: Research and Practice, vol. 8/issue 1, pp 35-45, 2016.
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