Locally Adaptive Shrinkage Priors for Trends and Breaks in Count Time Series

Toryn L. J. Schafer, David S. Matteson

Non-stationary count time series characterized by features such as abrupt changes and fluctuations about the trend arise in many scientific domains including biophysics, ecology, e…