Mostrar el registro sencillo del ítem

dc.contributor.advisorVicente Villardón, José Luis 
dc.contributor.authorValladares Alonso, Rodrigo
dc.date.accessioned2020-07-23T08:03:11Z
dc.date.available2020-07-23T08:03:11Z
dc.date.issued2020-07
dc.identifier.urihttp://hdl.handle.net/10366/143737
dc.descriptionTrabajo de fin de Grado. Grado en Estadística. Curso académico 2019.-2020es_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 transformaciónes_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.isospaes_ES
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectEstadística deportivaes_ES
dc.subjectBaloncestoes_ES
dc.subjectNBAes_ES
dc.subjectClasificaciónes_ES
dc.subjectRegresión logísticaes_ES
dc.subjectSports analyticses_ES
dc.subjectBasketballes_ES
dc.subjectClusteringes_ES
dc.subjectClassificationes_ES
dc.subjectLogistic regressiones_ES
dc.titleAnálisis espacial del tiro en baloncesto profesional y su transformación a lo largo del tiempoes_ES
dc.typeinfo:eu-repo/semantics/bachelorThesises_ES
dc.typeinfo:eu-repo/semantics/bachelorThesises_ES
dc.typeinfo:eu-repo/semantics/bachelorThesises_ES
dc.subject.unesco1209.01 Estadística Analíticaes_ES
dc.subject.unesco1209.02 Cálculo en Estadísticaes_ES
dc.subject.unesco1209.03 Análisis de Datoses_ES
dc.subject.unesco1209.09 Análisis Multivariantees_ES
dc.subject.unesco1209.14 Técnicas de Predicción Estadísticaes_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES


Ficheros en el ítem

Thumbnail
Thumbnail

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem

Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Excepto si se señala otra cosa, la licencia del ítem se describe como Attribution-NonCommercial-NoDerivatives 4.0 Internacional