Education spending and population with logarithms. Let’s examine the relationship between spending and population using logs for both variables. Figure 2.8 gives the plot with the fitted line.
Figure 2.8Scatterplot of log spending versus log population for the 50 U.S. states, with a fitted line, Example 2.14. The relationship is approximately linear.