DoubleML

Double Machine Learning in R

CRAN Package

Implementation of the double/debiased machine learning framework of Chernozhukov et al. (2018) doi:10.1111/ectj.12097 for partially linear regression models, partially linear instrumental variable regression models, interactive regression models and interactive instrumental variable regression models. 'DoubleML' allows estimation of the nuisance parts in these models by machine learning methods and computation of the Neyman orthogonal score functions. 'DoubleML' is built on top of 'mlr3' and the 'mlr3' ecosystem. The object-oriented implementation of 'DoubleML' based on the 'R6' package is very flexible. More information available in the publication in the Journal of Statistical Software: doi:10.18637/jss.v108.i03.


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Insights

Last 30 days

This package has been downloaded 1,033 times in the last 30 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 49 times.

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0 downloadsMar 2, 2025
19 downloadsMar 3, 2025
33 downloadsMar 4, 2025
62 downloadsMar 5, 2025
40 downloadsMar 6, 2025
30 downloadsMar 7, 2025
22 downloadsMar 8, 2025
15 downloadsMar 9, 2025
27 downloadsMar 10, 2025
25 downloadsMar 11, 2025
48 downloadsMar 12, 2025
36 downloadsMar 13, 2025
18 downloadsMar 14, 2025
46 downloadsMar 15, 2025
23 downloadsMar 16, 2025
37 downloadsMar 17, 2025
34 downloadsMar 18, 2025
45 downloadsMar 19, 2025
40 downloadsMar 20, 2025
24 downloadsMar 21, 2025
17 downloadsMar 22, 2025
27 downloadsMar 23, 2025
61 downloadsMar 24, 2025
45 downloadsMar 25, 2025
38 downloadsMar 26, 2025
25 downloadsMar 27, 2025
63 downloadsMar 28, 2025
32 downloadsMar 29, 2025
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26 downloadsMar 31, 2025
49 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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63

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 14,242 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 Oct 18, 2024 with 137 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

  • Imports9 packages
  • Suggests14 packages
  • Reverse Suggests2 packages