Simulation and Analytical Approach to the Identification of Significant Factors

DOI10.1080/03610918.2014.970700zbMath1345.60036arXiv1406.1138OpenAlexW2086644189MaRDI QIDQ2816669

Alexander Rakitko, Alexander V. Bulinski

Publication date: 25 August 2016

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1406.1138

zbMATH Keywords

prediction errorcentral limit theoremsimulationsexchangeable random variablesregularized estimatesnonbinary random responsesignificant factor identification

Mathematics Subject Classification ID

Related Items (1)

MDR method for nonbinary response variable

Uses Software

• ElemStatLearn

Cites Work

• Unnamed Item
• Degrees of freedom in lasso problems
• Estimation of nonbinary random response
• A survey of cross-validation procedures for model selection
• Stein's method in high dimensions with applications
• A Central Limit Theorem for Sums of Interchangeable Random Variables
• Applied Statistical Genetics with R
• A martingale approach to central limit theorems for exchangeable random variables

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