Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images

Linear regression is a parametric model which is ubiquitous in scientific analysis. The classical setup where the observations and responses, i.e., (x(i), y(i)) pairs, are Euclidean is well studied. The setting where y(i) is manifold valued is a topic of much interest, motivated by applications in s...

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Detalles Bibliográficos
Publicado en:Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit
Autores principales: Kim, Hyunwoo J., Adluru, Nagesh, Collins, Maxwell D., Chung, Moo K., Bendlin, Barbara B., Johnson, Sterling C., Davidson, Richard J., Singh, Vikas
Formato: Artigo
Lenguaje:Inglês
Publicado: 2014
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Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC4288036/
https://ncbi.nlm.nih.gov/pubmed/25580070
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPR.2014.352
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