REFERENCES FOR LECTURE 2


[1] Dempster, A.P., N.M. Laird, and D.B. Rubin, 1977: "Maximum likelihood from incomplete data via the EM algorithm (with discussion)", Journal of the Royal Statistical Society, Series B, V. 39, pp. 1-38.

    [EM algorithm]

[2] Leroux, B.G., 1992: "Consistent estimation of a mixing distribution", Annals of Statistics, V. 20, pp. 1350-1360.

    [AIC and BIC for mixtures]

[3] Leroux, B.G., and M.L. Puterman, 1992: "Maximum-penalized-likelihood estimation for independent and Markov-dependent mixture models", Biometrics, V. 48, pp. 545-558.

    [AIC and BIC for mixtures]

[4] McLachlan, G.J., 1987: "On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture", Applied Statistics, V. 36, pp. 318-324.

    [Likelihood ratio test for mixtures]

[5] Venables, W.N., and B.D. Ripley, 1999: "Modern Applied Statistics with S-PLUS" (Third Edition), Springer.

    [Yellowstone geyser example]