41 research outputs found

    A Statistical Approach to the Alignment of fMRI Data

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    Multi-subject functional Magnetic Resonance Image studies are critical. The anatomical and functional structure varies across subjects, so the image alignment is necessary. We define a probabilistic model to describe functional alignment. Imposing a prior distribution, as the matrix Fisher Von Mises distribution, of the orthogonal transformation parameter, the anatomical information is embedded in the estimation of the parameters, i.e., penalizing the combination of spatially distant voxels. Real applications show an improvement in the classification and interpretability of the results compared to various functional alignment methods

    A comparison of the CAR and DAGAR spatial random effects models with an application to diabetics rate estimation in Belgium

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    When hierarchically modelling an epidemiological phenomenon on a finite collection of sites in space, one must always take a latent spatial effect into account in order to capture the correlation structure that links the phenomenon to the territory. In this work, we compare two autoregressive spatial models that can be used for this purpose: the classical CAR model and the more recent DAGAR model. Differently from the former, the latter has a desirable property: its ρ parameter can be naturally interpreted as the average neighbor pair correlation and, in addition, this parameter can be directly estimated when the effect is modelled using a DAGAR rather than a CAR structure. As an application, we model the diabetics rate in Belgium in 2014 and show the adequacy of these models in predicting the response variable when no covariates are available

    2003-2004 University of Dallas Bulletin

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    Challenges of integration and globalization

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    There has been plenty of books and articles written about integration and globalisation, especially in English. However, these processes are characterised as being extremely dynamic. The researchers are eye-witnesses to a constantly changing reality and appearing new, often unexpected phenomena accompanying unification or even uniformisation of the modern world.Editors, Foreword -- Part I Globalization and Integration Processes in the Contemporary World -- George Gamkrelidze, How Globalization Affects Integration -- Grzegorz Piwnicki, The Future of the European Union. The Most Important Issues -- Jakub Potulski, The European Sociopolitical Sphere -- Wojciech Forysinski, Integration and Disintegration of International Law in the 21st Century: between Universality and Differentiation -- Stanisław Sipowicz, Globalization and Cyber Threats -- Part II National Experiences with Globalization and Integration Processes -- Andrzej Chodubski, The Importance of Universal Values in the Process of Polish Integration with Europe -- Dušan Leška, Struggle of the Slovak Republic to Join the European Union -- Lucia Mokrá, Approximation of Slovak Constitutional Order to EU Law – Case Study of Successful Accession -- Arkadiusz Modrzejewski, The Concepts of Eastern Borders of Europe and European Identity of Georgia -- Piotr Andrusieczko and Kateryna Shestakova, Challenges for Georgia and Ukraine in the Black Sea Region -- Olha Voznyuk, Ukraine: Back to Homo Sovieticus? -- Anna Szramkowska, Chinese Presence in Global Governance. New Ways or Old Problems for Developing Countries. Case Study of Sudan and Angola

    LIPIcs, Volume 277, GIScience 2023, Complete Volume

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    LIPIcs, Volume 277, GIScience 2023, Complete Volum
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