An Information-Theoretic Approach to Statistical Decision Problems

The author discusses a scheme for using information-theoretic concepts in statistical decision problems. It is shown that the average risk of making decisions is related to the quantity of information contained in the observations. This yields estimates for the minimum average risk in decision making. Certain examples are considered.