d. The average number of passing yards per attempt for the Kansas City Chiefs was 6.2 and the number of interceptions thrown per attempt was 0.036. Use the estimated regression equation developed in part (c) to predict the percentage of games won by the Kansas City Chiefs. (Note: For this season the Kansas City Chiefs' record was 7 wins and 9 losses.) Compare your prediction to the actual percentage of games won by the Kansas City Chiefs (to whole number). Predicted percentage Actual percentage

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Help with Section D

### NFL Team Statistics and Regression Analysis

#### Data Table

The dataset contains performance statistics for various NFL teams. The variables included are:

- **Team**: Name of the NFL team.
- **Conf**: Conference to which the team belongs—AFC or NFC.
- **Yds/Att**: Yards per attempt.
- **Int/Att**: Interceptions per attempt.
- **Win%**: Winning percentage.

| Team                  | Conf | Yds/Att | Int/Att | Win% |
|-----------------------|------|---------|---------|------|
| Arizona Cardinals     | NFC  | 6.3     | 0.042   | 50.1 |
| Atlanta Falcons       | NFC  | 6.9     | 0.023   | 62.2 |
| ...                   | ...  | ...     | ...     | ...  |
| Washington Redskins   | NFC  | 6.3     | 0.040   | 31.3 |

#### Regression Analysis 1: Yards per Attempt (Yds/Att)

**Summary Output**

- **Multiple R**: 0.727382
- **R Square**: 0.529084
- **Adjusted R Square**: 0.495447
- **Standard Error**: 16.74437
- **Observations**: 16

**ANOVA Table**

- **Regression df**: 1, SS: 4410.083, MS: 4410.083, F: 15.72929, Significance F: 0.001407
- **Residual df**: 14, SS: 3925.235, MS: 280.3739
- **Total df**: 15, SS: 8335.318

**Coefficients**

- **Intercept**: -53.7046, Standard Error: 27.53679, t Stat: -1.95029, P-value: 0.071456
- **Yds/Att**: 15.70067, Standard Error: 3.958801, t Stat: 3.966017, P-value: 0.001407

#### Regression Analysis 2: Interceptions per Attempt (Int/Att)

**Summary Output**

- **Multiple R**: 0.683861
- **R Square**: 0
Transcribed Image Text:### NFL Team Statistics and Regression Analysis #### Data Table The dataset contains performance statistics for various NFL teams. The variables included are: - **Team**: Name of the NFL team. - **Conf**: Conference to which the team belongs—AFC or NFC. - **Yds/Att**: Yards per attempt. - **Int/Att**: Interceptions per attempt. - **Win%**: Winning percentage. | Team | Conf | Yds/Att | Int/Att | Win% | |-----------------------|------|---------|---------|------| | Arizona Cardinals | NFC | 6.3 | 0.042 | 50.1 | | Atlanta Falcons | NFC | 6.9 | 0.023 | 62.2 | | ... | ... | ... | ... | ... | | Washington Redskins | NFC | 6.3 | 0.040 | 31.3 | #### Regression Analysis 1: Yards per Attempt (Yds/Att) **Summary Output** - **Multiple R**: 0.727382 - **R Square**: 0.529084 - **Adjusted R Square**: 0.495447 - **Standard Error**: 16.74437 - **Observations**: 16 **ANOVA Table** - **Regression df**: 1, SS: 4410.083, MS: 4410.083, F: 15.72929, Significance F: 0.001407 - **Residual df**: 14, SS: 3925.235, MS: 280.3739 - **Total df**: 15, SS: 8335.318 **Coefficients** - **Intercept**: -53.7046, Standard Error: 27.53679, t Stat: -1.95029, P-value: 0.071456 - **Yds/Att**: 15.70067, Standard Error: 3.958801, t Stat: 3.966017, P-value: 0.001407 #### Regression Analysis 2: Interceptions per Attempt (Int/Att) **Summary Output** - **Multiple R**: 0.683861 - **R Square**: 0
The image displays a question related to predicting sports outcomes using regression analysis. Here's the transcription suitable for an educational website:

---

**Question:**

The average number of passing yards per attempt for the Kansas City Chiefs was 6.2, and the number of interceptions thrown per attempt was 0.036. Use the estimated regression equation developed in part (c) to predict the percentage of games won by the Kansas City Chiefs. 

(Note: For this season, the Kansas City Chiefs' record was 7 wins and 9 losses.) 

Compare your prediction to the actual percentage of games won by the Kansas City Chiefs (rounded to the nearest whole number).

**Answer:**

| Predicted percentage | Actual percentage |
|----------------------|-------------------|
|                      |                   |

This setup requires students to apply a statistical model to predict outcomes based on given data and then compare it to actual results. Students can input their predicted percentage and compare it with the actual win percentage, calculated from the Chiefs’ season record of 7 wins out of 16 games.
Transcribed Image Text:The image displays a question related to predicting sports outcomes using regression analysis. Here's the transcription suitable for an educational website: --- **Question:** The average number of passing yards per attempt for the Kansas City Chiefs was 6.2, and the number of interceptions thrown per attempt was 0.036. Use the estimated regression equation developed in part (c) to predict the percentage of games won by the Kansas City Chiefs. (Note: For this season, the Kansas City Chiefs' record was 7 wins and 9 losses.) Compare your prediction to the actual percentage of games won by the Kansas City Chiefs (rounded to the nearest whole number). **Answer:** | Predicted percentage | Actual percentage | |----------------------|-------------------| | | | This setup requires students to apply a statistical model to predict outcomes based on given data and then compare it to actual results. Students can input their predicted percentage and compare it with the actual win percentage, calculated from the Chiefs’ season record of 7 wins out of 16 games.
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