hdm

High-Dimensional Metrics

CRAN Package

Implementation of selected high-dimensional statistical and econometric methods for estimation and inference. Efficient estimators and uniformly valid confidence intervals for various low-dimensional causal/ structural parameters are provided which appear in high-dimensional approximately sparse models. Including functions for fitting heteroscedastic robust Lasso regressions with non-Gaussian errors and for instrumental variable (IV) and treatment effect estimation in a high-dimensional setting. Moreover, the methods enable valid post-selection inference and rely on a theoretically grounded, data-driven choice of the penalty. Chernozhukov, Hansen, Spindler (2016) doi:10.48550/arXiv.1603.01700.


Documentation


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Insights

Last 30 days

This package has been downloaded 1,412 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 84 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
50 downloadsMar 4, 2025
48 downloadsMar 5, 2025
58 downloadsMar 6, 2025
69 downloadsMar 7, 2025
26 downloadsMar 8, 2025
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50 downloadsMar 11, 2025
66 downloadsMar 12, 2025
42 downloadsMar 13, 2025
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63 downloadsMar 20, 2025
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28 downloadsMar 22, 2025
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98 downloadsMar 25, 2025
88 downloadsMar 26, 2025
50 downloadsMar 27, 2025
46 downloadsMar 28, 2025
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46 downloadsApr 1, 2025
84 downloadsApr 2, 2025
0 downloadsApr 3, 2025
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0 downloadsApr 5, 2025
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98

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 18,666 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 20, 2024 with 218 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
  • Suggests7 packages
  • Reverse Depends1 package
  • Reverse Imports3 packages
  • Reverse Suggests1 package