Workshop on Spatiotemporal Modelling with Gaussian Processes

Workshop on Spatiotemporal Modelling with Gaussian Processes

University of Sheffield
16th January 2014

Agenda

Thursday 16th January

8:45-9:15 Arrivals
9:15-9:30 Welcome
  Neil Lawrence, University of Sheffield

9:30-10:00Statistical Modelling Approaches to Disease Mapping [Lecture Slides]
 Peter Diggle, University of Liverpool and University of Lancaster

10:00-10:30Malaria Mapping and Gaussian Processes [Lecture Slides]
 Nick Golding, University of Oxford

10:30-11:00Coffee Break
11:00-11:30Spatial and Spatio-Temporal Log-Gaussian Cox processes: Re-defining Geostatistics [Lecture Slides]
 Peter Diggle, University of Liverpool and University of Lancaster

11:30-12:00Illustrative Applications [Lecture Slides]
 Ricardo Andrade, University of Sheffield

12:00-13:00Lunch Break
13:00-13:45Gaussian Processes for Big Data [Lecture Slides] [python_code]
 James Hensman, University of Sheffield

13:45-14:30Geostatistics for Spatio-Temporal Processes [Lecture Slides]
 Hans Wackernagel, MINES ParisTech

14:30-15:00Coffee Break
15:00-16:00State Space Representation of Gaussian Processes [Lecture Slides]
 Simo Särkkä, Aalto University

16:00-16:30 Discussion
16:30-16:45 Tea Break

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