2 papers
stat.AP2021
A Bayesian Hidden Semi-Markov Model with Covariate-Dependent State Duration Parameters for High-Frequency Environmental Data
Shirley Rojas-Salazar, Erin M. Schliep, Christopher K. Wikle +3
Environmental time series data observed at high frequencies can be studied with approaches such as hidden Markov and semi-Markov models (HMM and HSMM). HSMMs extend the HMM by expl…
cs.CY2019
Rethinking Resource Allocation in Science
Johan Bollen, Stephen Carpenter, Jane Lubchenco +1
US funding agencies alone distribute a yearly total of roughly $65B dollars largely through the process of proposal peer review: scientists compete for project funding by submittin…