#model validity

Modeling Risk and Model-Induced Risk

Models are simplified representations or emulators of reality. They are typically based on empirical data collected conducting experiments. There exist numerous techniques for establishing models based on data. An example of a linear model, built based on 2-dimensional data is illustrated below.

The model in this simple case is a straight line.  It may be used, for example, to compute the…