StackImpute

Tools for Analysis of Stacked Multiple Imputations

CRAN Package

Provides methods for inference using stacked multiple imputations augmented with weights. The vignette provides example R code for implementation in general multiple imputation settings. For additional details about the estimation algorithm, we refer the reader to Beesley, Lauren J and Taylor, Jeremy M G (2020) “A stacked approach for chained equations multiple imputation incorporating the substantive model” doi:10.1111/biom.13372, and Beesley, Lauren J and Taylor, Jeremy M G (2021) “Accounting for not-at-random missingness through imputation stacking” doi:10.48550/arXiv.2101.07954.

  • Version0.1.0
  • R version≥ 3.6.0
  • LicenseGPL-2
  • Needs compilation?No
  • Last release09/10/2021

Documentation


Team


Insights

Last 30 days

This package has been downloaded 202 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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3 downloadsMar 16, 2025
2 downloadsMar 17, 2025
14 downloadsMar 18, 2025
8 downloadsMar 19, 2025
11 downloadsMar 20, 2025
9 downloadsMar 21, 2025
5 downloadsMar 22, 2025
5 downloadsMar 23, 2025
7 downloadsMar 24, 2025
5 downloadsMar 25, 2025
5 downloadsMar 26, 2025
4 downloadsMar 27, 2025
7 downloadsMar 28, 2025
8 downloadsMar 29, 2025
3 downloadsMar 30, 2025
2 downloadsMar 31, 2025
6 downloadsApr 1, 2025
9 downloadsApr 2, 2025
3 downloadsApr 3, 2025
3 downloadsApr 4, 2025
8 downloadsApr 5, 2025
10 downloadsApr 6, 2025
6 downloadsApr 7, 2025
3 downloadsApr 8, 2025
8 downloadsApr 9, 2025
4 downloadsApr 10, 2025
10 downloadsApr 11, 2025
23 downloadsApr 12, 2025
5 downloadsApr 13, 2025
6 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
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23

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 2,412 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Sep 11, 2024 with 23 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

  • Imports7 packages
  • Suggests2 packages
  • Reverse Imports1 package