Interaction Screening for Ultrahigh-Dimensional Data

Collection UNKNOWN
Hao, Ning; Helen Zhang, Hao;
(2018)
  • Publisher: Figshare
  • Related identifiers: doi: 10.6084/m9.figshare.7037666.v1
  • Subject: Medicine | Neuroscience | Pharmacology | Biotechnology | CPU | matrix | Interaction | article | order -2 terms | iFOR | interaction effects | tool | procedure | ultrahigh-dimensional data analysis | setting | algorithm | model
    • FOR: 69999 Biological Sciences not elsewhere classified | 19999 Mathematical Sciences not elsewhere classified | 80699 Information Systems not elsewhere classified

<p>In ultrahigh-dimensional data analysis, it is extremely challenging to identify important interaction effects, and a top concern in practice is computational feasibility. For a dataset with <i>n</i> observations and <i>p</i> predictors, the augmented design matrix in... View more
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