everything.study
STAT 312

Mathematical Methods in Statistics

Historical course

Undated

Topics

  • Rigorous mathematical arguments
  • Continuity and differentiation
  • Riemann–Stieltjes integration
  • Numerical optimization
  • Symmetric-matrix diagonalization
  • Least-squares estimation
  • Generating functions
  • Distribution theory

Readings

  • A. I. Khuri. Advanced Calculus with Applications in Statistics, 2nd edition.
    recommended
Sources