Computational and Statistical Topics by Chapter

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This page helps to find which case-studies/chapters relate to different statistical and computational topics. This excludes the exercises in the case-studies which may cover additional topics. Furthermore, all chapters deal with

We have omitted these topics in this list.

  1. k-Nearest Neighbors
  2. Classification and Regression Trees
  3. Regression
  4. Cross-validation
  5. Efficiency, Vectorization and Profiling
  6. Interface to C Code
  7. XML, HTML and Web Scraping
  8. Text Processing
  9. Regular Expressions
  10. UNIX Shell
  11. Object Oriented Programming
  12. SQL
  13. Parallel Computing

Duncan Temple Lang <[email protected]>
Last modified: Sat Nov 15 18:29:30 PST 2014