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Robert Tibshirani

  • The Elements of Statistical LearningThe Elements of Statistical Learning
  • Introduction to Statistical LearningIntroduction to Statistical Learning
  • Bias, variance and prediction error for classification rulesBias, variance and prediction error for classification rules
  • Statistical Learning with SparsityStatistical Learning with Sparsity
  • Statistical Learning with SparsityStatistical Learning with Sparsity
  • The Elements of Statistical LearningThe Elements of Statistical Learning
  • The Science of Bradley EfronThe Science of Bradley Efron
  • "Coaching" variables for regression and classification"Coaching" variables for regression and classification
  • A comparison of some error estimates for neural network modelsA comparison of some error estimates for neural network models
  • A note on profile likelihood, least favourable families and Kullback-Leibler distanceA note on profile likelihood, least favourable families and Kullback-Leibler distance
  • A proposal for variable selection in the Cox modelA proposal for variable selection in the Cox model
  • A Strategy for binary classification and descriptionA Strategy for binary classification and description