  We discuss a new method for setting limits on small signals in the presence
of background noise. The method is based on a combination of a two dimensional
confidence region and the large sample approximation to the likelihood ratio
test statistic. It automatically quotes upper limits for small signals and
two-sided confidence intervals for larger samples. We show that this method
gives the correct coverage and also has good power.
