| Name : R-mpath
| |
| Version : 0.4.2.26
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp154.1.1
| Date : 2024-06-28 11:41:17
|
| Group : Development/Libraries/Other
| Source RPM : R-mpath-0.4.2.26-lp154.1.1.src.rpm
|
| Size : 2.44 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Regularized Linear Models
|
Description :
Algorithms compute robust estimators for loss functions in the concave
convex (CC) family by the iteratively reweighted convex optimization
(IRCO), an extension of the iteratively reweighted least squares
(IRLS). The IRCO reduces the weight of the observation that leads to a
large loss; it also provides weights to help identify outliers.
Applications include robust (penalized) generalized linear models and
robust support vector machines. The package also contains penalized
Poisson, negative binomial, zero-inflated Poisson, zero-inflated
negative binomial regression models and robust models with non-convex
loss functions. Wang et al. (2014) < doi:10.1002/sim.6314>, Wang et al.
(2015) < doi:10.1002/bimj.201400143>, Wang et al. (2016)
< doi:10.1177/0962280214530608>, Wang (2021)
< doi:10.1007/s11749-021-00770-2>, Wang (2024) < doi:10.1111/anzs.12409>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
