| Name : R-crmReg
| |
| Version : 1.0.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.14.7
| Date : 2024-06-14 11:54:54
|
| Group : Development/Libraries/Other
| Source RPM : R-crmReg-1.0.2-lp153.14.7.src.rpm
|
| Size : 0.09 MB
| |
| Packager : (none)
| |
| Summary : Cellwise Robust M-Regression and SPADIMO
|
Description :
Method for fitting a cellwise robust linear M-regression model (CRM,
Filzmoser et al. (2020) < DOI:10.1016/j.csda.2020.106944>) that yields
both a map of cellwise outliers consistent with the linear model, and a
vector of regression coefficients that is robust against vertical
outliers and leverage points. As a by-product, the method yields an
imputed data set that contains estimates of what the values in cellwise
outliers would need to amount to if they had fit the model. The package
also provides diagnostic tools for analyzing casewise and cellwise
outliers using sparse directions of maximal outlyingness (SPADIMO,
Debruyne et al. (2019) < DOI:10.1007/s11222-018-9831-5>).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
