Blar i Fakultet for informasjonsteknologi og elektroteknikk (IE) på emneord "MATEMATIK"
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Markov chain Monte Carlo updating schemes for hidden Gaussian Markov random field models
(Dr. ingeniøravhandling, 0809-103X; 2003:89, Doctoral thesis, 2003)Part I discusses how to construct approximations to the posterior distribution π(x|y, θ) of a latent Gaussian Markov random field on a graph of dimension n when data are considered conditionally mutually independent and ... -
Stochastic Modelling and Simulation Based Inference of Fish Population Dynamics and Spatial Variation in Disease Risk
(Dr. ingeniøravhandling, 0809-103X; 2003:22, Doctoral thesis, 2003)We present a non-Gaussian and non-linear state-space model for the population dynamics of cod along the Norwegian Skagerak coast, embedded in the framework of a Bayesian hierarchical model. The model takes into account ...