While point estimates are okay estimates of a population parameter and sampling distributions are even better, there are the following two main issues with these approaches:
For these reasons and more, we may turn to a concept, known as confidence interval, to find statistics.
A confidence interval is a range of values based on a point estimate that contains the true population parameter at some confidence level.
Confidence is an important concept in advanced statistics. ...