Added on 07.04.2016 21:14
Main hypothesis of this project is to test whether international players are performing better than US players. We expected that international players are the main core or at least becoming a main core for all teams in NBA, hence we expected to see the result will be positive. However there are some basic factors that will affect the result, these factors will be explained and tested in order to make data more significant.
There are 3 main factors that will affect the result, and there will be 4 steps to compute these factors which can conclude that if they are indeed support the hypothesis. 3 main factors will be shown as following :
1. National Basketball Association (NBA) starts to become more competitive with the increasing number of international players in league. Therefore the amount difference in international basketball players can be a significant variable to test their importance compared with domestic players.
2. Salaries and performances are correlated to international players and local players. When a player has a better performances, his salary seems to be higher than others. Moreover, we can test the importance between international players and domestic players through the variable of Salary. For some famous example , Kobe Bryant and LeBron James are two of the most expensive players to hire to play for each team.
3. Overall status that are correlated to international players and local players. For example, points per game, assist per game, and
playing time proportion in a gameetc. We will use these variables of status/data
to test that do international players have the ability to make a quicker and
better adjustment for each team.
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