Of course, it would be ideal if we could go straight from looking at the raw data to making general claims about the target population. In standard statistics courses, observations are assumed to be drawn perfectly randomly and directly from the population of direct interest. But this is rarely the case in real life, and therefore we need to consider the entire process of going from raw data to our eventual target.
