Tato diplomová práce se zaměřuje na aplikaci statistických metod v evropských sportovních klubech... more Tato diplomová práce se zaměřuje na aplikaci statistických metod v evropských sportovních klubech. Cílem práce je porovnání dvou evropských klubových soutěží pomocí ekonomických a statistických ukazatelů. Dílčí cíle práce zahrnují vyhodnocení soutěží dle použitých metrik pomocí statistických analýz. V teoretické části práce jsou popsány použité statistické metody a přiblížena specifika použití statistických analýz ve sportovním prostředí. Dále je představeno zkoumané sportovní prostředí vybraných klubových soutěží. Následuje praktická část práce, kde jsou aplikovány představené statistické metody na zkoumané soubory. Na základě statistických analýz jsou zodpovězeny otázky týkající se splnění cíle práce.This diploma thesis focuses on the application of statistical methods in European sports clubs. The aim of the work is to compare two European club competitions using economic and statistical indicators. The partial goals of the work include the evaluation of competitions according to...
Football is a popular sport in Slovakia. Every year football clubs spend large sums of money on b... more Football is a popular sport in Slovakia. Every year football clubs spend large sums of money on buying individual players. However, there is a small number of scientific studies dealing with statistical, economic dimensions, and performance evaluation of football players. The performance of individual players, as well as the performance of the whole team, are very important indicators that predetermine the success of the whole club. The aim of this research is to develop a new system for evaluating the efficiency of football players and then apply this system to football practice and identify technically efficient players. The present research uses the data envelopment analysis, specifically the input-oriented Charness, Cooper, Rhodes model and the Andersen-Petersen super-efficiency model. Both models are empirically applied to only one group of football players, namely goalkeepers of the first and second Slovak football leagues in the 2020/21 season. The model proposed in this arti...
Team managers and coaches need to choose the best players. The selection relies mainly on the cos... more Team managers and coaches need to choose the best players. The selection relies mainly on the cost and performance of the entire team. It is a common practice that several key players contribute to the overall results of the football team. The quality of players is one of the crucial features determining the failure or success of a sports team. The present article focuses on measuring player efficiency in the Czech and Danish top football competitions during the 2015/16 to 2019/20 seasons. The presented research aims to identify the most technically efficient players, considering their position on the field. The authors used an input-oriented model of data envelopment analysis and subsequently also cluster analysis to determine the best football players. The following article may be of interest to football club managers, football analysts, economists and others interested in the business of football because it combines two relatively simple methods of measuring the efficiency of foo...
Bakalářská práce se zabývá problematikou efektivity investic vybraného sportovního klubu. Cílem p... more Bakalářská práce se zabývá problematikou efektivity investic vybraného sportovního klubu. Cílem práce je prokázání rozlišné efektivity investic do zahraničních a tuzemských fotbalových hráčů. V teoretické části jsou popsány statistické metody, které jsou v praktické části použity, uvedeny příklady použití statistiky ve sportovním odvětví a vymezeny důležité statistické a jiné pro práci důležité pojmy. Dále je představen vybraný sportovní klub po ekonomické a sportovní stránce. Následuje praktická část práce aplikující uvedené statistické metody na prostředí klubu. Na základě statistických analýz jsou zodpovězeny otázky týkající se splnění cíle práce.The bachelor thesis deals with the issue of investment efficiency of a selected sports club. The aim of the thesis is to prove the different effectiveness of investments in foreign and domestic football players. The theoretical part describes the statistical methods used in the practical part, gives examples of the use of statistics in t...
Sport has become an important part of our lives in the modern times and sporting sites contribute... more Sport has become an important part of our lives in the modern times and sporting sites contribute significantly to the image and texture of modern cities. Regarding the popularity of sport, and football in particular, it has become an important modern place where specific types of economic and social interaction take place. The aim of this article is to propose a method for evaluating the performance of football clubs based on DEA and Malmquist index. Professional Czech football clubs playing in the Czech football competition Fortuna:Liga were selected for empirical analysis. To analyze the relative efficiency of football clubs, BCC and CCR models were employed. The study was conducted on a sample of 20 clubs through 2 inputs and 1 output collected during the 2015/16 – 2019/20 seasons. For some clubs the values of the Malmquist index were calculated. With help of MI it was possible to quantify the total productivity change factor and to decompose it to technological change and techn...
Tato diplomová práce se zaměřuje na aplikaci statistických metod v evropských sportovních klubech... more Tato diplomová práce se zaměřuje na aplikaci statistických metod v evropských sportovních klubech. Cílem práce je porovnání dvou evropských klubových soutěží pomocí ekonomických a statistických ukazatelů. Dílčí cíle práce zahrnují vyhodnocení soutěží dle použitých metrik pomocí statistických analýz. V teoretické části práce jsou popsány použité statistické metody a přiblížena specifika použití statistických analýz ve sportovním prostředí. Dále je představeno zkoumané sportovní prostředí vybraných klubových soutěží. Následuje praktická část práce, kde jsou aplikovány představené statistické metody na zkoumané soubory. Na základě statistických analýz jsou zodpovězeny otázky týkající se splnění cíle práce.This diploma thesis focuses on the application of statistical methods in European sports clubs. The aim of the work is to compare two European club competitions using economic and statistical indicators. The partial goals of the work include the evaluation of competitions according to...
Football is a popular sport in Slovakia. Every year football clubs spend large sums of money on b... more Football is a popular sport in Slovakia. Every year football clubs spend large sums of money on buying individual players. However, there is a small number of scientific studies dealing with statistical, economic dimensions, and performance evaluation of football players. The performance of individual players, as well as the performance of the whole team, are very important indicators that predetermine the success of the whole club. The aim of this research is to develop a new system for evaluating the efficiency of football players and then apply this system to football practice and identify technically efficient players. The present research uses the data envelopment analysis, specifically the input-oriented Charness, Cooper, Rhodes model and the Andersen-Petersen super-efficiency model. Both models are empirically applied to only one group of football players, namely goalkeepers of the first and second Slovak football leagues in the 2020/21 season. The model proposed in this arti...
Team managers and coaches need to choose the best players. The selection relies mainly on the cos... more Team managers and coaches need to choose the best players. The selection relies mainly on the cost and performance of the entire team. It is a common practice that several key players contribute to the overall results of the football team. The quality of players is one of the crucial features determining the failure or success of a sports team. The present article focuses on measuring player efficiency in the Czech and Danish top football competitions during the 2015/16 to 2019/20 seasons. The presented research aims to identify the most technically efficient players, considering their position on the field. The authors used an input-oriented model of data envelopment analysis and subsequently also cluster analysis to determine the best football players. The following article may be of interest to football club managers, football analysts, economists and others interested in the business of football because it combines two relatively simple methods of measuring the efficiency of foo...
Bakalářská práce se zabývá problematikou efektivity investic vybraného sportovního klubu. Cílem p... more Bakalářská práce se zabývá problematikou efektivity investic vybraného sportovního klubu. Cílem práce je prokázání rozlišné efektivity investic do zahraničních a tuzemských fotbalových hráčů. V teoretické části jsou popsány statistické metody, které jsou v praktické části použity, uvedeny příklady použití statistiky ve sportovním odvětví a vymezeny důležité statistické a jiné pro práci důležité pojmy. Dále je představen vybraný sportovní klub po ekonomické a sportovní stránce. Následuje praktická část práce aplikující uvedené statistické metody na prostředí klubu. Na základě statistických analýz jsou zodpovězeny otázky týkající se splnění cíle práce.The bachelor thesis deals with the issue of investment efficiency of a selected sports club. The aim of the thesis is to prove the different effectiveness of investments in foreign and domestic football players. The theoretical part describes the statistical methods used in the practical part, gives examples of the use of statistics in t...
Sport has become an important part of our lives in the modern times and sporting sites contribute... more Sport has become an important part of our lives in the modern times and sporting sites contribute significantly to the image and texture of modern cities. Regarding the popularity of sport, and football in particular, it has become an important modern place where specific types of economic and social interaction take place. The aim of this article is to propose a method for evaluating the performance of football clubs based on DEA and Malmquist index. Professional Czech football clubs playing in the Czech football competition Fortuna:Liga were selected for empirical analysis. To analyze the relative efficiency of football clubs, BCC and CCR models were employed. The study was conducted on a sample of 20 clubs through 2 inputs and 1 output collected during the 2015/16 – 2019/20 seasons. For some clubs the values of the Malmquist index were calculated. With help of MI it was possible to quantify the total productivity change factor and to decompose it to technological change and techn...
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