MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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**Bivariate Data Analysis**

The following table presents bivariate data for the quantitative variables \( x \) and \( y \). A scatter plot of this data is displayed next to the table, illustrating the relationship between the two variables.

**Data Table:**

| \( x \) | \( y \) |
|--------|--------|
| 7.5    | 8.8    |
| 2.9    | 1.8    |
| 3.4    | 3.4    |
| 5.7    | 4.7    |
| 3.2    | 2.9    |
| 4.0    | 1.7    |
| 4.4    | 3.5    |
| 5.2    | 3.6    |
| 6.8    | 6.5    |
| 8.5    | 9.5    |
| 4.5    | 4.4    |
| 5.8    | 7.3    |
| 6.7    | 6.9    |
| 10.6   | 8.8    |
| 7.5    | 7.6    |
| 8.1    | 9.6    |
| 5.6    | 4.4    |
| 8.7    | 9.8    |
| 6.4    | 5.2    |

**Scatter Plot Explanation:**

- The scatter plot is a graphical representation of the data with \( x \)-axis representing the variable \( x \) and the \( y \)-axis representing the variable \( y \).
- Each point on the plot corresponds to a pair of values \( (x, y) \) from the table.
- Observing the scatter plot, there appears to be a positive correlation between \( x \) and \( y \), meaning as \( x \) increases, \( y \) tends to increase as well.
- To better understand this relationship, one can sketch an approximation of the least-squares regression line, which minimizes the distance between the data points and the line itself.

You are encouraged to draw the least-squares regression line on the scatter plot to visually assess the strength and nature of the relationship between these variables.
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Transcribed Image Text:**Bivariate Data Analysis** The following table presents bivariate data for the quantitative variables \( x \) and \( y \). A scatter plot of this data is displayed next to the table, illustrating the relationship between the two variables. **Data Table:** | \( x \) | \( y \) | |--------|--------| | 7.5 | 8.8 | | 2.9 | 1.8 | | 3.4 | 3.4 | | 5.7 | 4.7 | | 3.2 | 2.9 | | 4.0 | 1.7 | | 4.4 | 3.5 | | 5.2 | 3.6 | | 6.8 | 6.5 | | 8.5 | 9.5 | | 4.5 | 4.4 | | 5.8 | 7.3 | | 6.7 | 6.9 | | 10.6 | 8.8 | | 7.5 | 7.6 | | 8.1 | 9.6 | | 5.6 | 4.4 | | 8.7 | 9.8 | | 6.4 | 5.2 | **Scatter Plot Explanation:** - The scatter plot is a graphical representation of the data with \( x \)-axis representing the variable \( x \) and the \( y \)-axis representing the variable \( y \). - Each point on the plot corresponds to a pair of values \( (x, y) \) from the table. - Observing the scatter plot, there appears to be a positive correlation between \( x \) and \( y \), meaning as \( x \) increases, \( y \) tends to increase as well. - To better understand this relationship, one can sketch an approximation of the least-squares regression line, which minimizes the distance between the data points and the line itself. You are encouraged to draw the least-squares regression line on the scatter plot to visually assess the strength and nature of the relationship between these variables.
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