Description

Sampling theory considers data collection, and as such is crucial for applied statistics. There are many opportunities for an interesting project on sampling theory. For example, the basic theory for determination of required sample sizes in a variety of inference scenarios can be studied. It is also of interest to consider specific sampling methods in auditing. Other topics of interest include sampling for opinion polls, randomised response sampling, used when asking individuals about possibly sensitive information, and ranked-set sampling.

Prerequisites

Statistical Inference II is necessary

References

Very much information can be found online, Wikipedia of course providing useful introductions. For classical sampling theory, the book by Cochran (`Sampling Techniques') is excellent.