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Nba Statistics Essay

3695 words - 15 pages

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 ...view middle of the document...

That's essentially what field goal percentage is: the percentage of shots a player has made out of that he/she has taken.
| | | | | |
Measures of Central Tendency | | | Measures of Dispersion |
Mean | 0.45 | | | Range | 0.07 |
Median | 0.45 | | | Interquartile Range | 0.02 |
Mode | 0.45 | | | Standard Deviation | 0.02 |
Midrange | 0.46 | | | Variance | 0.00 |
| | | | Coefficient of Variation | 3.70% |

Other Measures |   | | Mean +/- 1 standard dev. | 0.44 | 0.47 |
Sample Size | 30 |   | | # Observations within 1 standard dev. | 20 |
Minimum | 0.43 |   | |   | |   |
Maximum | 0.50 |   | | Mean +/- 2 standard dev. | 0.42 | 0.49 |
First Quartile | 0.44 |   | | # Observations within 2 standard dev. | 29 |
Third Quartile | 0.46 |   | |   | |   |
  | |   | | Mean +/- 3 standard dev. | 0.40 | 0.50 |
Given percentile = | 90% |   | | # Observations within 3 standard dev. | 30 |
  | Value of percentile = | 0.4783 | | | | |
Figure 1: Descriptive Analysis of the team field goal percentage.

There are a total of 30 teams that played basketball in 2012 – 2013 regular season year. The average field goal percentage is 46% (mean 0.45) of the teams played. The mode of the team is 45%, which means that the most of the team’s percentage is around 45%. The middle range is 46%. The median is 45%.

Lower | | Upper | | Relative | Cumulative | Cum. Rel. |
Limit | | Limit | Frequency | Frequency | Frequency | Frequency |
0.4 | < X < | 0.42 | 2 | 6.7% | 2 | 6.7% |
0.42 | < X < | 0.44 | 8 | 26.7% | 10 | 33.3% |
0.44 | < X < | 0.46 | 13 | 43.3% | 23 | 76.7% |
0.46 | < X < | 0.51 | 7 | 23.3% | 30 | 100.0% |
  | < X < |   |   |   |   |   |
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| | | 30 | 100% | | |

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Figure 2: Frequency Distribution of the team field goal percentage

Figure 2: Frequency Distribution of the team field goal percentage.
The next variable I analysis is the steals. Steals = A steal occurs when a defensive player takes the ball from a player on offense, causing a turnover. A player is awarded a steal in their...

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