bmemLavaan
Mediation Analysis with Missing Data and Non-Normal Data
Methods for mediation analysis with missing data and non-normal data are implemented. For missing data, four methods are available: Listwise deletion, Pairwise deletion, Multiple imputation, and Two Stage Maximum Likelihood algorithm. For MI and TS-ML, auxiliary variables can be included to handle missing data. For handling non-normal data, bootstrap and two-stage robust methods can be used. Technical details of the methods can be found in Zhang and Wang (2013, <doi:10.1007/s11336-012-9301-5>), Zhang (2014, <doi:10.3758/s13428-013-0424-0>), and Yuan and Zhang (2012, <doi:10.1007/s11336-012-9282-4>).
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.7 |
rolling linux/jammy R-4.5 | bmemLavaan_0.7.tar.gz |
504.9 KiB |
0.7 |
rolling linux/noble R-4.5 | bmemLavaan_0.7.tar.gz |
504.8 KiB |
0.7 |
rolling source/ R- | bmemLavaan_0.7.tar.gz |
382.5 KiB |
0.7 |
latest linux/jammy R-4.5 | bmemLavaan_0.7.tar.gz |
504.9 KiB |
0.7 |
latest linux/noble R-4.5 | bmemLavaan_0.7.tar.gz |
504.8 KiB |
0.7 |
latest source/ R- | bmemLavaan_0.7.tar.gz |
382.5 KiB |
0.7 |
2026-04-26 source/ R- | bmemLavaan_0.7.tar.gz |
382.5 KiB |
0.7 |
2026-04-23 source/ R- | bmemLavaan_0.7.tar.gz |
382.5 KiB |
0.7 |
2026-04-09 windows/windows R-4.5 | bmemLavaan_0.7.zip |
508.7 KiB |
0.5 |
2025-04-20 source/ R- | bmemLavaan_0.5.tar.gz |
330.5 KiB |