| Name : R-isni
| |
| Version : 1.3
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp156.10.1
| Date : 2024-09-10 03:17:21
|
| Group : Development/Libraries/Other
| Source RPM : R-isni-1.3-lp156.10.1.src.rpm
|
| Size : 0.23 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Index of Local Sensitivity to Nonignorability
|
Description :
The current version provides functions to compute, print and summarize
the Index of Sensitivity to Nonignorability (ISNI) in the generalized
linear model for independent data, and in the marginal multivariate
Gaussian model and the mixed-effects models for continuous and binary
longitudinal/clustered data. It allows for arbitrary patterns of
missingness in the regression outcomes caused by dropout and/or
intermittent missingness. One can compute the sensitivity index without
estimating any nonignorable models or positing specific magnitude of
nonignorability. Thus ISNI provides a simple quantitative assessment of
how robust the standard estimates assuming missing at random is with
respect to the assumption of ignorability. For a tutorial, download at
< https://huixie.people.uic.edu/Research/ISNI_R_tutorial.pdf>. For more
details, see Troxel Ma and Heitjan (2004) and Xie and Heitjan (2004)
< doi:10.1191/1740774504cn005oa> and Ma Troxel and Heitjan (2005)
< doi:10.1002/sim.2107> and Xie (2008) < doi:10.1002/sim.3117> and Xie
(2012) < doi:10.1016/j.csda.2010.11.021> and Xie and Qian (2012)
< doi:10.1002/jae.1157>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.6/x86_64 |
