mdmb
Model Based Treatment of Missing Data
Contains model-based treatment of missing data for regression models with missing values in covariates or the dependent variable using maximum likelihood or Bayesian estimation (Ibrahim et al., 2005; <doi:10.1198/016214504000001844>; Luedtke, Robitzsch, & West, 2020a, 2020b; <doi:10.1080/00273171.2019.1640104><doi:10.1037/met0000233>). The regression model can be nonlinear (e.g., interaction effects, quadratic effects or B-spline functions). Multilevel models with missing data in predictors are available for Bayesian estimation. Substantive-model compatible multiple imputation can be also conducted.
README
# mdmb
#### Model Based Treatment of Missing Data
If you use `mdmb` and have suggestions for improvement or have found bugs, please email me at robitzsch@leibniz-ipn.de.
Please always provide a minimal dataset, necessary to demonstrate the problem,
a minimal runnable code necessary to reproduce the issue, which can be run on the given dataset, and
all necessary information on the used librarys, the R version, and the OS it is run on, perhaps a `sessionInfo()`.
#### Manual
The manual may be found here [https://alexanderrobitzsch.github.io/mdmb/](https://alexanderrobitzsch.github.io/mdmb/)
#### CRAN version
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The official version of `mdmb` is hosted on CRAN and may be found [here](https://cran.r-project.org/package=mdmb).
The CRAN version can be installed from within R using:
```r
utils::install.packages("mdmb")
```
#### GitHub version
The version hosted [here](https://github.com/alexanderrobitzsch/mdmb) is the development version of `mdmb`.
The GitHub version can be installed using `devtools` as:
```r
devtools::install_github("alexanderrobitzsch/mdmb")
```
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.9-22 |
rolling linux/jammy R-4.5 | mdmb_1.9-22.tar.gz |
182.3 KiB |
1.9-22 |
rolling linux/noble R-4.5 | mdmb_1.9-22.tar.gz |
504.6 KiB |
1.9-22 |
rolling source/ R- | mdmb_1.9-22.tar.gz |
182.3 KiB |
1.9-22 |
latest linux/jammy R-4.5 | mdmb_1.9-22.tar.gz |
182.3 KiB |
1.9-22 |
latest linux/noble R-4.5 | mdmb_1.9-22.tar.gz |
504.6 KiB |
1.9-22 |
latest source/ R- | mdmb_1.9-22.tar.gz |
182.3 KiB |
1.9-22 |
2026-04-26 source/ R- | mdmb_1.9-22.tar.gz |
182.3 KiB |
1.9-22 |
2026-04-23 source/ R- | mdmb_1.9-22.tar.gz |
182.3 KiB |
1.9-22 |
2026-04-09 windows/windows R-4.5 | mdmb_1.9-22.zip |
820.8 KiB |
1.9-22 |
2025-04-20 source/ R- | mdmb_1.9-22.tar.gz |
182.3 KiB |