3 papers
q-bio.QM2026
Habitual lifestyle timing explains circadian timing, but daily lifestyle changes do not, in free-living humans across 2000 days
Billy C. Smith, Zeel Pansara, Rosanne H. Timmerman +11
Background: Both between- and within-subject variations in circadian timing matter for health. If lifestyle changes could be used to regulate circadian timing, they would offer acc…
stat.ME2026
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…
stat.ME2024
Bayesian inference on the order of stationary vector autoregressions
Rachel L. Binks, Sarah E. Heaps, Mariella Panagiotopoulou +2
Vector autoregressions (VARs) are a widely used tool for modelling multivariate time-series. It is common to assume a VAR is stationary; this can be enforced by imposing the statio…