Estimating multiresolution dependency graphs within the stationary wavelet framework

Very recently, the locally stationary wavelet framework has provided a means to describe the dependencies of co-varying time-series over a range of multiple scale levels. However, describing the many interactions between data-streams at different scale levels with only finite data poses some serious statistical estimation challenges. We illustrate that… CONTINUE READING