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dc.contributor.advisor | Vicente Villardón, José Luis | |
dc.contributor.author | Valladares Alonso, Rodrigo | |
dc.date.accessioned | 2020-07-23T08:03:11Z | |
dc.date.available | 2020-07-23T08:03:11Z | |
dc.date.issued | 2020-07 | |
dc.identifier.uri | http://hdl.handle.net/10366/143737 | |
dc.description | Trabajo de fin de Grado. Grado en Estadística. Curso académico 2019.-2020 | es_ES |
dc.description.abstract | [ES]La NBA ha sufrido grandes cambios a lo largo de toda su historia, mayoritariamente debidos a la implementación de nuevas reglas, a las mejoras en el físico de los jugadores, y a otros muchos factores. Sin embargo, el cambio posiblemente más significativo en la liga no ha tenido que ver con aspectos ligados directamente con el juego, sino que ha venido de la mano de la Estadística. Los avances en tecnología y su implementación, junto con las técnicas de análisis de datos, han jugado un papel fundamental en la estrategia de los equipos en los últimos años. El objetivo principal de este trabajo es analizar la transformación que han sufrido los jugadores a lo largo del tiempo para dar una respuesta a por qué hoy se juega como se juega, así como encontrar los aspectos más relevantes ligados a esta transformación | es_ES |
dc.description.abstract | [EN]The NBA has experienced major changes throughout its history, mostly due to the implementation of new rules, improvement in the physical abilities of the players, and many other factors. However, the most significant change in the league probably has not been directly related to the game but has come from the statistics. Advances in technology and its implementation, along with data analysis techniques, have played a big role in team strategy in recent years. The main objective of this paper is to analyze the transformation that players have suffered over time in order to provide an answer to why the game is played the way it is today, as well as to find the most relevant aspects linked to this transformation. First it is shown a brief introduction to what the NBA is and how its competition system works, as well as talking about important aspects about basketball necessary for the total understanding of the analysis to be carried out. After that, a compilation of the existing information about the main changes that are taking place in the game today and the importance of statistics is analyzed, so that the analysis that is made afterwards is as focused as possible. Finally, the techniques used in the different analyses are described and then the most significant results are shown in order to draw conclusions. It is verified how the transformation in the current style of play due to the implementation of the specialized analysis has had an important impact in the change over the role of the players' positions. This change is especially seen in the shooting section and much less pronounced in deeper aspects in which the roles of each position have had to be less altered. You will also discover the significant difference between shots taken close to the basket and the rest, especially in the main factors that determine their success. | |
dc.language.iso | spa | es_ES |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Estadística deportiva | es_ES |
dc.subject | Baloncesto | es_ES |
dc.subject | NBA | es_ES |
dc.subject | Clasificación | es_ES |
dc.subject | Regresión logística | es_ES |
dc.subject | Sports analytics | es_ES |
dc.subject | Basketball | es_ES |
dc.subject | Clustering | es_ES |
dc.subject | Classification | es_ES |
dc.subject | Logistic regression | es_ES |
dc.title | Análisis espacial del tiro en baloncesto profesional y su transformación a lo largo del tiempo | es_ES |
dc.type | info:eu-repo/semantics/bachelorThesis | es_ES |
dc.type | info:eu-repo/semantics/bachelorThesis | es_ES |
dc.type | info:eu-repo/semantics/bachelorThesis | es_ES |
dc.subject.unesco | 1209.01 Estadística Analítica | es_ES |
dc.subject.unesco | 1209.02 Cálculo en Estadística | es_ES |
dc.subject.unesco | 1209.03 Análisis de Datos | es_ES |
dc.subject.unesco | 1209.09 Análisis Multivariante | es_ES |
dc.subject.unesco | 1209.14 Técnicas de Predicción Estadística | es_ES |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es_ES |