stdReg2

Regression Standardization for Causal Inference

CRAN Package

Contains more modern tools for causal inference using regression standardization. Four general classes of models are implemented; generalized linear models, conditional generalized estimating equation models, Cox proportional hazards models, and shared frailty gamma-Weibull models. Methodological details are described in Sjölander, A. (2016) doi:10.1007/s10654-016-0157-3. Also includes functionality for doubly robust estimation for generalized linear models in some special cases, and the ability to implement custom models.


Documentation


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Insights

Last 30 days

This package has been downloaded 249 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

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0 downloadsMar 2, 2025
9 downloadsMar 3, 2025
23 downloadsMar 4, 2025
11 downloadsMar 5, 2025
12 downloadsMar 6, 2025
6 downloadsMar 7, 2025
18 downloadsMar 8, 2025
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1 downloadsMar 31, 2025
9 downloadsApr 1, 2025
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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 1,498 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Mar 01, 2025 with 32 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


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Dependencies

  • Imports4 packages
  • Suggests6 packages