| Name : R-miceadds
| |
| Version : 3.17.44
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.4.4
| Date : 2024-09-12 10:43:25
|
| Group : Development/Libraries/Other
| Source RPM : R-miceadds-3.17.44-lp153.4.4.src.rpm
|
| Size : 2.04 MB
| |
| Packager : (none)
| |
| Summary : Some Additional Multiple Imputation Functions, Especially for \'mice\'
|
Description :
Contains functions for multiple imputation which complements existing
functionality in R. In particular, several imputation methods for the
mice package (van Buuren & Groothuis-Oudshoorn, 2011,
< doi:10.18637/jss.v045.i03>) are implemented. Main features of the
miceadds package include plausible value imputation (Mislevy, 1991,
< doi:10.1007/BF02294457>), multilevel imputation for variables at any
level or with any number of hierarchical and non-hierarchical levels
(Grund, Luedtke & Robitzsch, 2018, < doi:10.1177/1094428117703686> van
Buuren, 2018, Ch.7, < doi:10.1201/9780429492259>), imputation using
partial least squares (PLS) for high dimensional predictors (Robitzsch,
Pham & Yanagida, 2016), nested multiple imputation (Rubin, 2003,
< doi:10.1111/1467-9574.00217>), substantive model compatible imputation
(Bartlett et al., 2015, < doi:10.1177/0962280214521348>), and features
for the generation of synthetic datasets (Reiter, 2005,
< doi:10.1111/j.1467-985X.2004.00343.x> Nowok, Raab, & Dibben, 2016,
< doi:10.18637/jss.v074.i11>).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
