| Name : R-mixComp
| |
| Version : 0.1.2
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.9.7
| Date : 2024-06-14 12:00:08
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| Group : Development/Libraries/Other
| Source RPM : R-mixComp-0.1.2-lp153.9.7.src.rpm
|
| Size : 0.84 MB
| |
| Packager : (none)
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| Summary : Estimation of Order of Mixture Distributions
|
Description :
Methods for estimating the order of a mixture model. The approaches
considered are based on the following papers (extensive 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>. A number of datasets are
included. 1. accidents, from 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>. 2. acidity, from Sybil L. Crawford,
Morris H. DeGroot, Joseph B. Kadane & Mitchell J. Small (1992) Modeling
Lake-Chemistry Distributions: Approximate Bayesian Methods for
Estimating a Finite-Mixture Model, Technometrics, 34:4, 441-453.
< doi:10.1080/00401706.1992.10484955>. 3. children, from Thisted, R. A.
(1988). Elements of statistical computing: Numerical computation (Vol.
1). CRC Press. 4. faithful, from R package \"datasets\"; Azzalini, A. and
Bowman, A. W. (1990). A look at some data on the Old Faithful geyser.
Applied Statistics, 39, 357--365.
< https://www.jstor.org/stable/2347385>. 5. shakespeare, from Efron,
Bradley, and Ronald Thisted. \"Estimating the number of unseen species:
How many words did Shakespeare know?.\" Biometrika 63.3 (1976): 435-447.
< doi:10.1093/biomet/63.3.435>.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
