Estimation of the Order of Mixture Distributions
Methods for estimating the order of a mixture model. The approaches considered are
based on the following papers (the extended list of references is available in the vignette):
1. Dacunha-Castelle, Didier, and Elisabeth Gassiat. The estimation of the order of a mixture model. Bernoulli 3, no. 3 (1997): 279-299. <https://projecteuclid.org/download/pdf_1/euclid.bj/1177334456>.
2. Woo, Mi-Ja, and T. N. Sriram. Robust estimation of mixture complexity. Journal of the American Statistical Association 101, no. 476 (2006): 1475-1486. <doi:10.1198/016214506000000555>.
3. Woo, Mi-Ja, and T. N. Sriram. Robust estimation of mixture complexity for count data. Computational statistics & data analysis 51, no. 9 (2007): 4379-4392. <doi:10.1016/j.csda.2006.06.006>.
4. Umashanger, T., and T. N. Sriram. L2E estimation of mixture complexity for count data. Computational statistics & data analysis 53, no. 12 (2009): 4243-4254. <doi:10.1016/j.csda.2009.05.013>.
5. Karlis, Dimitris, and Evdokia Xekalaki. On testing for the number of components in a mixed Poisson model. Annals of the Institute of Statistical Mathematics 51, no. 1 (1999): 149-162. <doi:10.1023/A:1003839420071>.
6. Cutler, Adele, and Olga I. Cordero-Brana. Minimum Hellinger Distance Estimation for Finite Mixture Models. Journal of the American Statistical Association 91, no. 436 (1996): 1716-1723. <doi:10.2307/2291601>.
c(person(given = "Anja", family = "Weigel", role = "aut", email = "anja.weigel@yahoo.de"),
person(given = "Yulia", family = "Kulagina", role = c("aut", "cre"), email = "yulia.kulagina@stat.math.ethz.ch"),
person(given = "Fadoua", family = "Balabdaoui", role = c("aut", "ths"), email = "fadoua.balabdaoui@stat.math.ethz.ch"),
person(given = "Lilian", family = "Mueller", role = "ctb", email = "lilian.mueller@gmail.com"),
person(given = "Martin", family = "Maechler", role = "ctb", comment = c("package 'nor1mix' as model", ORCID = "0000-0002-8685-9910"))
)
cluster, boot, expm, matrixcalc, Rsolnp, kdensity
Anja Weigel [aut],
Yulia Kulagina [aut, cre],
Fadoua Balabdaoui [aut, ths],
Lilian Mueller [ctb],
Martin Maechler [ctb] (package 'nor1mix' as model,
<https://orcid.org/0000-0002-8685-9910>)