Abstract bookLink
Wednesday 30 May 2012The workshop will take place in auditorium R1 in Realfagbygget (Natural Science Building).
08:30 - 13:00
| Registration
| Outside R1
| 09:00 - 11:45
| Short courses
| INLA for beginners, room: R5
Markovian models in spatial statistics, room: R1
| 11:45 - 13:00
| Lunch | | 13:00 - 14:00
| Invited 1
| Nychka: Multi-resolution spatial methods for large data sets | 14:00 - 14:10
| Short break
| | 14:10 - 15:00
| Contributed 1
| Geirsson: Modelling annual maximum 24 hour precipitation in Iceland using t-copulas and Markovian models
Möller: Spatial Probabilistic Weather Forecasting
| 15:00 - 15:30
| Coffee break
| | 15:30 - 16:20
| Contributed 2
| Robert: Rao-Blackwellisation of MCMC schemes
Filippone: On the Fully Bayesian Treatment of Latent Gaussian Models using Stochastic Simulations | 16:20 - 16:30
| Short break | | 16:30 - 17:20
| Contributed 3
| Waldmann: Variational Bayes in Latent Gaussian Models
Martins: Fast Bayesian approximate inference in near-Gaussian latent models
| 17:30 -
| Social activity
| City walk
|
Thursday 31 May 2012 09:00 - 10:00
| Invited 2
| Illian: Spatial modelling with INLA (and friends) -- challenges from ecology
| 10:00 - 10:30
| Coffee break
| | 10:30 - 11:45
| Contributed 4
| Barthelmé: Point process models for eye movement data
Myllymäki: Hierarchical modeling of second-order spatial structure of epidermal nerve fiber patterns
Sørbye: Spatio-temporal modeling of replicated point patterns | 11:45 - 13:00
| Lunch | | 13:00 - 14:00
| Invited 3
| Dunson: Latent Gaussian process density regression
| 14:00 - 14:10
| Short break
| | 14:10 - 15:00
| Contributed 5
| Simpson: Approximating Gaussian random fields by Gaussian Markov random fields: A decade on
Li: Bayesian methods for subnational mortality forecasts
| 15:00 - 15:30
| Coffee break
| | 15:30 - 16:30
| Invited 4
| Williams I & II: A Framework for Evaluating Approximation Methods for Gaussian Process
Regression & A latent Gaussian model for Parts-based Object Understanding
| 16:30 - 18:30
| Poster session
| |
Friday 1 June 2012 09:00 - 10:00
| Invited 5
| Yue: Bayesian Smoothing Splines using Stochastic Differential Equations
| 10:00 - 10:30
| Coffee break
| | 10:30 - 11:45
| Contributed 6
| Roos: An infinitesimal sensitivity measure for Bayesian hierarchical models
Vehtari: On Bayes Cross Validation and Widely Applicable Information Criterion for Gaussian process models
Bolin: Estimating excursion sets for latent Gaussian models using INLA
| 11:45 - 13:00
| Lunch | | 13:00 - 13:50
| Contributed 7
| Congdon: Interpolation between spatial frameworks: an application of process convolution to estimating neighbourhood disease prevalence
Furrer: Dimension reduction for multivariate lattice data
| 13:50 - 14:00
| Short break
| | 14:00 - 14:50
| Contributed 8
| Bornn: The Dimension Expansion Framework for Nonstationary Spatial Processes
Vitelli: Bagging Voronoi Strategy for Spatial Functional Data
| 14:50 - 15:20
| Coffee break
| | 15:20 - 16:10
| Contributed 9
| Lenkoski: Hierarchical Gaussian Graphical Models: Beyond Reversible Jump
Baio: Telomere length in human embryos and preimplantation development: a Bayesian hierarchical model | 16:10 - 16:20
| Short break
| | 16:20 - 17:20
| Invited 6
| Gorjanc: Application of latent Gaussian models in genetics
| 19:00 -
| Dinner | |
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