STAT 4279/5279: Statistical Computing

Welcome! This page contains links to lecture slides for STAT 4279/5279.

All slides are provided as HTML and are best viewed in a modern web browser.

Module 01: R Fundamentals

• Data Types and Operators
  • Slides
  • Source
  • Code
• Vectors and Matrices
  • Slides
  • Source
  • Code
• Lists and Data frames
  • Slides
  • Source
  • Code
• Factors
  • Slides
  • Source
  • Code1 and Code2
  • Notes

Module 02: Control Flow and Functions

• Conditionals and Iteration
  • Slides
  • Source
  • Code
• apply() family
  • Slides
  • Source
  • Code
• Writing Functions
  • Slides
  • Source
  • Code

Module 03: Sampling and Simulations

• Sampling
  • Slides
  • Source
  • Code
• Inverse Transform Sampling
  • Slides
  • Source
  • Code
• Rejection and Importance Sampling
  • Slides
  • Source
  • Code1
  • Code2
• Simulations for the Null Distribution
  • Slides
  • Source
  • Code
• More Permutation and Bootstrap
  • Slides
  • Source
• Jackknife and Bias Estimation
  • Slides
  • Source
• Structured Permutation and Bootstrap
  • Slides
  • Source

Notes

• Slides may be updated periodically.
• Please refresh your browser if something looks out of date.
• For questions, post on Ed Discussion or reach out to me directly.