Variable Window Scan Statistics: Alternatives to Generalized Likelihood Ratio Tests
摘要
Classical variable window scan statistics are based on likelihood ratios issued from parametric models. However, these likelihood ratios do not give equal chances to all potential clusters. I introduce alternatives which do not suffer the same problem and describe their properties. I apply these methods to a classical epidemiological data set.