mdmb

Model Based Treatment of Missing Data

CRAN Package

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:10.1080/00273171.2019.1640104doi: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.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 996 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 28 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
28 downloadsMar 4, 2025
94 downloadsMar 5, 2025
36 downloadsMar 6, 2025
21 downloadsMar 7, 2025
17 downloadsMar 8, 2025
16 downloadsMar 9, 2025
15 downloadsMar 10, 2025
32 downloadsMar 11, 2025
43 downloadsMar 12, 2025
44 downloadsMar 13, 2025
18 downloadsMar 14, 2025
61 downloadsMar 15, 2025
13 downloadsMar 16, 2025
25 downloadsMar 17, 2025
44 downloadsMar 18, 2025
64 downloadsMar 19, 2025
36 downloadsMar 20, 2025
34 downloadsMar 21, 2025
16 downloadsMar 22, 2025
51 downloadsMar 23, 2025
39 downloadsMar 24, 2025
21 downloadsMar 25, 2025
26 downloadsMar 26, 2025
22 downloadsMar 27, 2025
81 downloadsMar 28, 2025
16 downloadsMar 29, 2025
10 downloadsMar 30, 2025
15 downloadsMar 31, 2025
30 downloadsApr 1, 2025
28 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
10
94

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 13,130 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was Jul 16, 2024 with 116 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports5 packages
  • Enhances4 packages
  • Suggests1 package
  • Linking To3 packages
  • Reverse Suggests1 package