everything.study
STATS 6CI3

COMPUTATIONAL METHODS FOR INFERENCE

Graduate

Programming in R; Monte Carlo methods; design and application of simulation studies; bootstrap and jackknife methods; computation in nonlinear likelihood inference; The EM Algorithm; …

Fall 2026 · C01

Programming in R; Monte Carlo methods; design and application of simulation studies; bootstrap and jackknife methods; computation in nonlinear likelihood inference; The EM Algorithm; …

Readings

  • • Computational Statistics (Second Edition), Geoff H. Givens and Jennifer A. Hoeting, Wiley, 2013.
    See source
  • • Introducing Monte Carlo Methods with R, Christian P. Robert and George Casella, Springer, 2010.
    See source
  • • Bootstrap Methods and Their Application, Anthony C. Davison and David V. Hinkley, Cambridge University Press, 1997.
    See source
Sources