Bayesian inference of sparsity in stable vector autoregressive processes

Sarah E. Heaps, Ian H. Jermyn, Yujiang Wang +1

Advances in sensing technology have made it possible to collect large volumes of high-dimensional time-series data. In fields like genetics and neuroscience, key questions concern…