Data Relationship Ce0B00
1. **Problem Statement:** We are given four bivariate data sets and asked to identify the nature of the relationships between the variables in each set.
2. **Understanding Relationships:**
- A **strong nonlinear relationship** means the data points follow a clear pattern but not a straight line.
- A **perfect negative linear relationship** means the points lie exactly on a line with a negative slope.
- The **strongest positive linear relationship** means the points closely follow a line with a positive slope.
- An **apparent positive but not perfect linear relationship** means the points generally increase but with some variability.
3. **Analyzing Each Data Set:**
- Data set (w,t) shows points scattered without a clear linear trend, indicating a strong nonlinear relationship.
- Data set (u,v) shows a perfect decreasing linear trend, indicating a perfect negative linear relationship.
- Data set (m,n) shows a generally increasing trend with some variability, indicating a positive but not perfect linear relationship.
- Data set (x,y) shows a generally downward trend but not perfect, so it is not the strongest positive.
4. **Final Answers:**
(a) Strong nonlinear relationship: **(w,t)**
(b) Perfect negative linear relationship: **(u,v)**
(c) Strongest positive linear relationship: **Figure 4 data set (7.0,5.7), (8.0,6.6), (9.0,8.8), (10.0,7.5)**
(d) Apparent positive but not perfect linear relationship: **(m,n)**