, Volume 17, Issue 1, pp 36–39 | Cite as

Comments on: Augmenting the bootstrap to analyze high dimensional genomic data

Connections to the ridge regularized covariance estimator with bagging
  • Sündüz KeleşEmail author
  • Hyonho Chun


Tuning Parameter Ridge Regression Sample Covariance Matrix Covariance Estimator Shrinkage Estimator 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. Efron B (1979) Bootstrap methods: another look at jackknife. Ann Stat 7:1–26 zbMATHCrossRefMathSciNetGoogle Scholar
  2. Hoerl AE, Kennard RW (1970) Ridge regression: biased estimation for nonorthogonal problems. Technometrics 8:27–51 Google Scholar
  3. Schäfer J, Strimmer K (2005) A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics. Stat Appl Genet Mol Biol 4(1):32 MathSciNetGoogle Scholar

Copyright information

© Sociedad de Estadística e Investigación Operativa 2008

Authors and Affiliations

  1. 1.Departments of Statistics and of Biostatistics & Medical InformaticsUniversity of WisconsinMadisonUSA
  2. 2.Department of StatisticsUniversity of WisconsinMadisonUSA

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