I am trying to understand what is a relationship of a Random Variable to a population and random samples. I understand that a Random Variable is a function that maps each event in a sample space to a number.
Do we think of each sample as a Random Variable that takes on values from a population (sample space) randomly?
Or do we think of a population as a Random Variable and our sample as a random collection of those points?
I would appreciate if you can explain this to someone who is new to mathematical statistics. Thank you!