| Name : R-fitmix
| |
| Version : 0.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.1.13
| Date : 2024-06-14 11:06:08
|
| Group : Development/Libraries/Other
| Source RPM : R-fitmix-0.1.0-lp153.1.13.src.rpm
|
| Size : 0.04 MB
| |
| Packager : (none)
| |
| Summary : Finite Mixture Model Fitting of Lifespan Datasets
|
Description :
Fits the lifespan datasets of biological systems such as yeast, fruit
flies, and other similar biological units with well-known finite
mixture models introduced by Farewell V. (1982) < doi:10.2307/2529885>
and Al-Hussaini et al. (2000) < doi:10.1080/00949650008812033>.
Estimates parameter space fitting of a lifespan dataset with finite
mixtures of parametric distributions. Computes the following tasks; 1)
Estimates parameter space of the finite mixture model by implementing
the expectation maximization (EM) algorithm. 2) Finds a sequence of
four goodness-of-fit measures consist of Akaike Information Criterion
(AIC), Bayesian Information Criterion (BIC), Kolmogorov-Smirnov (KS),
and log-likelihood (log-likelihood) statistics. 3)The initial values is
determined by k-means clustering.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
