What is interval estimation?
It is a random interval, where we can determine probability of a random parameter existing.
e.g. x < y < z.
(x, z) is our interval estimation.
y is our unknown parameter.
Example
Suppose we are given variance, we can then say that actual mean will lie in a range of values.