Analysis of Time-Series Data using State-Space and Hierarchical Modeling

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Analysis of Time-Series Data using State-Space and Hierarchical Modeling

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Schedule

Time-Series Analysis ESA 2010

Schedule

8:00-8:15 Welcome: overview of the plan for the day

8:15-8:45 An introduction to univariate state-space models

8:45-9:10 Overview of population viability analysis and extinction estimation used in Case Study 1

9:10-9:25 Break/get laptops set up with R/get some coffee

9:25-11:10 Case study 1: Analysis of a univariate time series of abundance to produce extinction estimates

11:10-11:45 Case study 2: Using state-space models to analyze noisy movement data

11:45-12:45 Lunch

12:45-1:15 An introduction to multivariate state-space models

1:15-2:00 Case study 3: Combining of multiple data sets to estimate trends

2:00-2:45 Case study 4: Analysis of multi-subpopulation data

2:45-3:00 Break/get coffee

3:00-3:20 An introduction to model selection for hierarchical models

3:20-4:00 Case study 5: Analysis of spatial structure using AIC

4:00-4:30pm Wrap-up (new directions)/Q & A

Created on Jul 26, 2011 at 05:06:27 PM by eli

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