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Adaptive Gaussian Markov random fields with applications in human brain mapping
Brezger, A.; Fahrmeir, L.; Hennerfeind, A. - In: Journal of the Royal Statistical Society Series C 56 (2007) 3, pp. 327-345
Functional magnetic resonance imaging has become a standard technology in human brain mapping. Analyses of the massive spatiotemporal functional magnetic resonance imaging data sets often focus on parametric or non-parametric modelling of the temporal component, whereas spatial smoothing is...
Persistent link: https://www.econbiz.de/10005692006
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Bayesian inference for generalized additive mixed models based on Markov random field priors
Fahrmeir, Ludwig; Lang, Stefan - In: Journal of the Royal Statistical Society Series C 50 (2001) 2, pp. 201-220
Persistent link: https://www.econbiz.de/10005334907
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High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance
Kneib, Thomas; Konrath, Susanne; Fahrmeir, Ludwig - In: Journal of the Royal Statistical Society Series C 60 (2011) 1, pp. 51-70
Persistent link: https://www.econbiz.de/10009215965