Statistical Analysis for High Dimensional Data: The Abel Symposium 2014 (Abel Symposia)

Statistical Analysis for High Dimensional Data: The Abel Symposium 2014 (Abel Symposia)


This ebook positive aspects learn contributions from
The Abel Symposium on Statistical research for prime Dimensional information, held in
Nyvågar, Lofoten, Norway, in might 2014.

The concentration of the symposium used to be on statistical
and desktop studying methodologies particularly constructed for inference in “big
data” events, with specific connection with genomic purposes. The
contributors, who're one of the such a lot well known researchers at the concept of
statistics for prime dimensional inference, current new theories and strategies, as
well as demanding purposes and computational ideas. particular themes
include, between others, variable choice and screening, penalised regression,
sparsity, thresholding, low dimensional buildings, computational challenges,
non-convex events, studying graphical versions, sparse covariance and
precision matrices, semi- and non-parametric formulations, a number of testing,
classification, issue versions, clustering, and preselection.

Highlighting state of the art research
and casting mild on destiny study instructions, the contributions will benefit
graduate scholars and researchers in computational biology, information and the
machine studying community.

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