Multidimensional multiscale scanning in Exponential Families: Limit theory and statistical consequences

Claudia König, Axel Munk, Frank Werner

We consider the problem of finding anomalies in a $d$-dimensional field of independent random variables $\{Y_i{\}}_{i\in {\left\{1,...,n\right\}}^d}$, each distributed according to a…