| Name : R-mixtools
| |
| Version : 2.0.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.15.2
| Date : 2024-06-14 11:30:32
|
| Group : Development/Libraries/Other
| Source RPM : R-mixtools-2.0.0-lp153.15.2.src.rpm
|
| Size : 1.48 MB
| |
| Packager : (none)
| |
| Summary : Tools for Analyzing Finite Mixture Models
|
Description :
Analyzes finite mixture models for various parametric and
semiparametric settings. This includes mixtures of parametric
distributions (normal, multivariate normal, multinomial, gamma),
various Reliability Mixture Models (RMMs), mixtures-of-regressions
settings (linear regression, logistic regression, Poisson regression,
linear regression with changepoints, predictor-dependent mixing
proportions, random effects regressions, hierarchical
mixtures-of-experts), and tools for selecting the number of components
(bootstrapping the likelihood ratio test statistic, mixturegrams, and
model selection criteria). Bayesian estimation of
mixtures-of-linear-regressions models is available as well as a novel
data depth method for obtaining credible bands. This package is based
upon work supported by the National Science Foundation under Grant No.
SES-0518772 and the Chan Zuckerberg Initiative: Essential Open Source
Software for Science (Grant No. 2020-255193).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
