The use of vector bootstrapping to improve variable selection precision in Lasso models

Lignende værker

• Inference Based on the Best-Fitting Model can Contribute to the Replication Crisis: Assessing Model Selection Uncertainty Using a Bootstrap Approach
  af: Lubke, Gitta H., et al.
  Udgivet: (2016)
• Assessing Model Selection Uncertainty Using a Bootstrap Approach: An update
  af: Lubke, Gitta H, et al.
  Udgivet: (2016)
• Probabilistic Tractography Using Lasso Bootstrap
  af: Ye, Chuyang, et al.
  Udgivet: (2016)
• Genetic analyses benefit from using less heterogeneous phenotypes: An illustration with the Hospital Anxiety and Depression Scale (HADS)
  af: Laurin, Charles A., et al.
  Udgivet: (2015)
• An integrated approach to reduce the impact of minor allele frequency and linkage disequilibrium on variable importance measures for genome-wide data
  af: Walters, Raymond, et al.
  Udgivet: (2012)