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Jeff Wu Website
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· ISyE 7400
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· ISyE 8813
· Sensitivity Testing

ISyE 8813 - Special Topics in Data Science


Outline

  • Syllabus
  • Unit 1 - Variable selection
  • Unit 2 - Fisher
  • Unit 2 - Jasa2015
  • Unit 3 - CME-jqt
  • Unit 3 - CME-2015
  • Unit 3 - CMENET-2017
  • Unit 4 - DoIt-ppt
  • Unit 4 - DoIt-originalPaper
  • Unit 5 - mcmc
  • Unit 6 - Discrete optimal design
  • Unit 7 - Space-filling design
  • Unit 8 - Maximum likelihood and non-linear least squares
  • Unit 9 - EM algorithm
  • Unit 10 - Akaike
  • Unit 10 - Akaike paper (pdf)
  • Unit 11 - SVM
  • Unit 12 - Manufacturing and statistics
  • Unit 13 - Esoteric
  • Quiz - Solutions

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