A probability distribution

What is a probability distribution?
What is a continuous probability distribution?
What are the differences in the various types of sampling?
Discuss the concept of confidence interval.
What factors will you consider when determining sample size?
Provide an example from business for the usefulness of confidence interval and sample size determination