specs

Single-Equation Penalized Error-Correction Selector (SPECS)

CRAN Package

Implementation of SPECS, your favourite Single-Equation Penalized Error-Correction Selector developed in Smeekes and Wijler (2021) doi:10.1016/j.jeconom.2020.07.021. SPECS provides a fully automated estimation procedure for large and potentially (co)integrated datasets. The dataset in levels is converted to a conditional error-correction model, either by the user or by means of the functions included in this package, and various specialised forms of penalized regression can be applied to the model. Automated options for initializing and selecting a sequence of penalties, as well as the construction of penalty weights via an initial estimator, are available. Moreover, the user may choose from a number of pre-specified deterministic configurations to further simplify the model building process.


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Insights

Last 30 days

This package has been downloaded 488 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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2 downloadsMar 16, 2025
24 downloadsMar 17, 2025
26 downloadsMar 18, 2025
6 downloadsMar 19, 2025
7 downloadsMar 20, 2025
10 downloadsMar 21, 2025
5 downloadsMar 22, 2025
1 downloadsMar 23, 2025
53 downloadsMar 24, 2025
2 downloadsMar 25, 2025
3 downloadsMar 26, 2025
11 downloadsMar 27, 2025
56 downloadsMar 28, 2025
7 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
55 downloadsApr 1, 2025
7 downloadsApr 2, 2025
0 downloadsApr 3, 2025
5 downloadsApr 4, 2025
52 downloadsApr 5, 2025
8 downloadsApr 6, 2025
4 downloadsApr 7, 2025
2 downloadsApr 8, 2025
50 downloadsApr 9, 2025
2 downloadsApr 10, 2025
10 downloadsApr 11, 2025
66 downloadsApr 12, 2025
4 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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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 6,785 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Jul 21, 2024 with 74 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

  • Imports1 package
  • Linking To2 packages