scientific article; zbMATH DE number 6982328

zbMath1467.62123arXiv1610.05108MaRDI QIDQ4558182

Gian-Andrea Thanei, Rajen D. Shah, Nicolai Meinshausen

Publication date: 21 November 2018

Full work available at URL: https://arxiv.org/abs/1610.05108

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

interactionshigh-dimensional dataregressionclose pairscomputational tradeoffs

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Ridge regression; shrinkage estimators (Lasso) (62J07) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

BOLT-SSI: A Statistical Approach to Screening Interaction Effects for Ultra-High Dimensional Data

Uses Software

• R
• glmnet
• hierNet
• xyz
• GitHub
• EPIQ

Cites Work

• A lasso for hierarchical interactions
• Multivariate adaptive regression splines
• Euclidean minimum spanning trees and bichromatic closest pairs
• Database-friendly random projections: Johnson-Lindenstrauss with binary coins.
• Least angle regression. (With discussion)
• Gaussian elimination is not optimal
• Improved bound for complexity of matrix multiplication
• Interaction Screening for Ultrahigh-Dimensional Data
• Regularization and Variable Selection Via the Elastic Net
• Multiplying matrices faster than coppersmith-winograd
• Random forests
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