Population is a set of similar items or events. It can be a group of any existing objects.
Parameter is an very important component of population. It is a numerical quantity which features population or some aspect in it.
Census is a survey which is conducted after a complete observation belonging to any population.
Sample generally refers to a set of observations. Here, it refers to a set of observations drawn from a population.