https://file.aiquickdraw.com/mathbot/file/172634094071282v23tnz.pdf

The document you uploaded is a descriptive statistics project focusing on whether there is a home-field advantage in Major League Baseball. The study uses data from the 2018 season, examining how many games each team won at home and away.

Here’s a breakdown of the project's key sections:

1. **Objective**: The project aims to analyze if teams are more likely to win when playing on their home field than when playing away. This is done by calculating and comparing statistics (mean, median, quartiles, etc.) for home and away wins.

2. **Data**: 
    - The table provided shows how many home and away games each Major League Baseball team won in the 2018 season.
    - For instance, the Boston Red Sox won 57 home games and 51 away games.

3. **Parts A & B**: These sections involve calculating descriptive statistics for home and away wins, such as:
    - **Mean** and **Standard Deviation** of home and away wins
    - **Median**, **Quartiles (Q1, Q3)**, **IQR**, and **Max/Min** values
    - Visualization methods like stem-and-leaf plots, box plots, and histograms.

4. **Part C**: This is the analysis and conclusion part, where you are expected to compare the statistical findings and graphs to determine whether a home-field advantage exists.

5. **Specific tasks**: 
    - Creating frequency tables, relative frequency, and cumulative frequency tables.
    - Calculating percentiles (e.g., the 65th percentile for home and away wins).
    - Identifying outliers using the interquartile range (IQR).

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If you'd like help with specific calculations or the analysis part of the project, feel free to ask! 

Here are five questions to deepen your understanding:

1. How does the median number of home wins compare to the median number of away wins?
2. What does the standard deviation tell you about the consistency of team performance at home versus away?
3. How can box plots visually demonstrate the spread and central tendency of home and away wins?
4. How would you interpret the 65th percentile in the context of home or away wins?
5. What conclusion can you draw about the home-field advantage based on the descriptive statistics?

**Tip**: To detect a home-field advantage, pay attention to both the mean and median of the wins at home compared to away games. Larger values for home wins would suggest an advantage.

Is there a home field advantage in Major League Baseball? Analyzing data from the 2018 season to determine if teams are more likely to win at home than away.

Analyze the 2018 MLB season to determine if there's a home field advantage. This project covers key statistical concepts like mean, median, standard deviation, and graphical data representation including stem-and-leaf plots and histograms.

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