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CAS Predictive Modeling Seminar Advanced Modeling Techniques

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Title: CAS Predictive Modeling Seminar Advanced Modeling Techniques


1
CAS Predictive Modeling Seminar Advanced
Modeling Techniques
  • October 3-4, 2006

2
References
  • Text Mining
  • Taming Text An Introduction to Text Mining
  • Louise Francis
  • Text Mining
  • Weiss et al
  • GAMS
  • Generalized Additive Models
  • Hastie and Tibshirani
  • A Practical Guide to Splines
  • De Boor
  • Trees
  • Classification and Regression Trees
  • Breiman, Freidman, Olshen, Stone
  • PCA, Factor Analysis, Clustering
  • Applied Multivariate Statistical Analysis
  • Johnson and Wichern
  • General
  • The Elements of Statistical Learning
  • Hastie, Tibshirani, Friedman
  • Mastering Data Mining
  • Berry and Linoff
  • Principles of Data Mining
  • Hand, Mannila, Smyth
  • Neural Networks
  • Neural Networks for Statistical Modeling
  • Murray Smith
  • Neural Networks Demystified
  • Louise Francis
  • MARS
  • Martian Chronicles Is MARS better than NN
  • Louise Francis
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