47 citations
- University of WollongongAU6 papers
- Lappeenranta-Lahti University of TechnologyFI3 papers
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- Colorado State UniversityUS1 paper
- Commonwealth Scientific and Industrial Research OrganisationAU1 paper
- CSIRO Oceans and AtmosphereAU1 paper
- Duke UniversityUS1 paper
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stat.AP2012★ 35 cited
Bayesian Learning and Predictability in a Stochastic Nonlinear Dynamical Model
John Parslow, Noel Cressie, Edward P. Campbell +2
Bayesian inference methods are applied within a Bayesian hierarchical modelling framework to the problems of joint state and parameter estimation, and of state forecasting. We expl…
math.ST2012★ 47 cited
Asymptotic normality and valid inference for Gaussian variational approximation
Peter Hall, Tung Pham, M. P. Wand +1
We derive the precise asymptotic distributional behavior of Gaussian variational approximate estimators of the parameters in a single-predictor Poisson mixed model. These results a…