46 citations · 87 across the 8 of their papers we have counts for
4 papers · 1 filter
Censored Regression with Serially Correlated Errors: a Bayesian approach
Rodney Sousa, Isabel Pereira, Maria Eduarda Silva +1
The problem of estimating censored linear regression models with autocorrelated errors arises in many environmental and social studies. The present work proposes a Bayesian approac…
Multiscale Partial Information Decomposition of Dynamic Processes with Short and Long-range correlations: Theory and Application to Cardiovascular Control
Helder Pinto, Riccardo Pernice, Maria Eduarda Silva +3
Heart rate variability results from the combined activity of several physiological systems, including the cardiac, vascular, and respiratory systems which have their own internal r…
Multiscale Information Storage of Linear Long-Range Correlated Stochastic Processes
Luca Faes, Margarida Almeida Pereira, Maria Eduarda Silva +4
Information storage, reflecting the capability of a dynamical system to keep predictable information during its evolution over time, is a key element of intrinsic distributed compu…
Detection of additive outliers in Poisson INteger-valued AutoRegressive time series
Maria Eduarda Silva, Isabel Pereira
Outlying observations are commonly encountered in the analysis of time series. In this paper the problem of detecting additive outliers in integer-valued time series is considered.…