Fall 2011: STAT 598G: Introduction to Computational Statistics

• Information
  • Syllabus
  • Topics
  • Announcements
  • Frequently Asked Questions
• References
  • Books
  • C Programming
  • R Programming
  • UNIX/Linux
  • Statistics Online
  • Other
• Schedule
• Labs
  • Week 1: Logging into expert.ics.purdue.edu and using R
  • Week 2: More on R, Algorithms and Computational Complexity
  • Week 4: Using basic Unix Commands
  • Week 5: More in C
  • Week 6: Debugging in C
  • Week 7: Calling C from R
  • Week 9: GNU Scientific Libraries
  • Week 10: Random Sampling and Transformations
  • Week 11: Visualization in R:Histograms,Curves and 3-d surfaces
  • Week 12: Newton-Raphson Method
  • Week 13: Logistic Regression
  • Week 14: Expectation Maximization
  • Week 15: Expectation Maximization
  • Week 16: Kernel Density Estimation
• Assignments
  • Programming
  • Written
  • Project