Stick-breaking autoregressive processes
By Jim E. Griffin, Mark F. J. Steel. 2011
78 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Finance, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/04972dbc025306b95482b0dcb711a5b34e0ca01e
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Igor Prünster
- Antonio Lijoi
- S. Favaro
- Alejandro Jara
- Fernando A. Quintana
- S. MacEachern
- John M. Maheu
- Peter Mueller
In Finance
- Xin Jin
- John M. Maheu
- Ruben Loaiza-Maya
- Fernando A. Quintana
- Gary Koop
- S. MacEachern
- Gael M. Martin
- Peter Mueller
In Statistics and Probability
- Antonio Lijoi
- Igor Prünster
- S. Favaro
- Alejandro Jara
- John M. Maheu
- S. MacEachern
- Fernando A. Quintana
- Ruben Loaiza-Maya
Citations in the corpus
- Bayesian forecasting in economics and finance: A modern review (2022, methodology): “Other approaches to time dependence in Bayesian nonparametrics for finance include Griffin and Steel (2011), who introduce a time-dependent stick breaking process in a general setting and develop an SV model for returns. More recently, Sun et al. (2020) use a weighted DPM to forecast return distribu”
- On the stick-breaking representation of normalized inverse Gaussian priors (2012, background): “Important contributions to this area include, among others, [3, 4, 5, 6, 10, 11, 27].”
- The Dependent Dirichlet Process and Related Models (2020, methodology): “More recently, similar ideas are used by Griffin and Steel (2011) to construct a family of prior distributions for a sequence of time dependent general RPMs that include the DDP setting as a special case.”
- Bayesian semiparametric modeling of realized covariance matrices (2016, methodology): “Extensions to the DPM model, featuring nonparametric dependence in time or through a covariate are pursued in Griffin & Steel (2006), Griffin & Steel (2011), Rodriguez & Dunson (2011) and Jensen & Maheu (2013b).”