Figure 12

Residual analysis. (a) Residual plot of the estimated crowd density to the actual crowd density for the two kernel radii $R=10\text{ m}$ and $R=55\text{ m}$. (b) The normal probability plot of the residuals. The good linearity of the regression supports the chosen model. (c) The histogram of the residuals shows a normal distribution.