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Publikováno v:
Journal of the American Statistical Association. :1-26
Publikováno v:
Journal of the American Statistical Association. :1-14
Statistical analysis of multimodal imaging data is a challenging task, since the data involves high-dimensionality, strong spatial correlations and complex data structures. In this paper, we propose rigorous statistical testing procedures for making
Autor:
Ting Zhang, Beibei Xu
Publikováno v:
Journal of the American Statistical Association. :1-10
Publikováno v:
Journal of the American Statistical Association. :1-19
Autor:
Nir Keret, Malka Gorfine
Publikováno v:
Journal of the American Statistical Association. :1-30
Publikováno v:
Journal of the American Statistical Association. :1-31
Publikováno v:
Journal of the American Statistical Association. :1-19
Autor:
Yi He
Publikováno v:
Journal of the American Statistical Association. :1-27
Publikováno v:
Journal of the American Statistical Association. :1-21
Reductions in natural habitats urge that we better understand species' interconnection and how biological communities respond to environmental changes. However, ecological studies of species' interactions are limited by their geographic and taxonomic
Autor:
Katzfuss, Matthias, Schäfer, Florian
Publikováno v:
Journal of the American Statistical Association. :1-15
A multivariate distribution can be described by a triangular transport map from the target distribution to a simple reference distribution. We propose Bayesian nonparametric inference on the transport map by modeling its components using Gaussian pro