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Nba Statistics

In: Business and Management

Submitted By nmarion77
Words 3661
Pages 15
Table of Contents
Introduction……………………………………………………………………………………………………………………2
Descriptive Analysis and Frequency Distribution…………………………………………………………….2
Hypothesis Testing………………………………………………………………………………………………………….7
Hypothesis 1…….……………………………………………………………………..……………………......7
Hypothesis 2……………………………………………………………………………………………………...8
Hypothesis 3……………………………………………………………………………………………………...9
Multiple Regression Analysis…………………………………………………..…………………………………….11
Summary ……….…………………………………………………………………………..………………………………..16
Reference……………………………………………………………….…………………………………………………….19
Appendices……………………………………………………………………….…………………………………………..20

Introduction
For my statistical data analysis project, I chose to analyze the National Basketball Association (NBA) 2013 regular season teams. The analysis looks at the total team and reviewed the information such as games played, field goals attempt and percentage, free throw attempts and percentage, blocks and steals. The data was obtained from the NBA website. For the 2013 NBA stats there were 30 teams that played on the average of 82 games. Based on statistical analysis, the most important keys for team success in basketball and their relative weights, in parentheses, are field goal percentage, turnovers, offensive rebounds, free throw attempts and percentage, blocks and steals.
Coaches are always looking for a better understanding of what makes up a winning team. This knowledge would help them improve the team statistics in the areas listed above. I took the entire statistical breakdown from the 2013-2014 seasons and in hopes to find any key statistical areas that could be directly related to winning percentage.
Descriptive Analysis and Frequency Distribution

For the descriptive analysis, I analyzed the Field Goal Percentage. Field goal percentage is one of the better basketball statistics to determine how effective the…...

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