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Theory and Methods

Interaction Screening for Ultrahigh-Dimensional Data

Pages 1285-1301 | Received 01 Jul 2012, Published online: 02 Oct 2014

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Sarbojit Roy, Soham Sarkar, Subhajit Dutta & Anil K. Ghosh. (2023) On Exact Feature Screening in Ultrahigh-Dimensional Binary Classification. Journal of Computational and Graphical Statistics 0:0, pages 1-15.
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Ning Hao & Hao Helen Zhang. (2017) A Note on High-Dimensional Linear Regression With Interactions. The American Statistician 71:4, pages 291-297.
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Asad Haris, Daniela Witten & Noah Simon. (2016) Convex Modeling of Interactions With Strong Heredity. Journal of Computational and Graphical Statistics 25:4, pages 981-1004.
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Ming-Yen Cheng, Toshio Honda & Jin-Ting Zhang. (2016) Forward Variable Selection for Sparse Ultra-High Dimensional Varying Coefficient Models. Journal of the American Statistical Association 111:515, pages 1209-1221.
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