Error Bounds Revisited, and How to Use Bayesian Statistics While Remaining a Frequentist

Ning Xu, Christopher M. Foster, Jonathan H. Manton

Signal processing makes extensive use of point estimators and accompanying error bounds. These work well up until the likelihood function has two or more high peaks. When it is imp…