LFM

Laplace Factor Model Analysis and Evaluation

CRAN Package

Enables the generation of Laplace factor models across diverse Laplace distributions and facilitates the application of Sparse Online Principal Component (SOPC), Incremental Principal Component (IPC), Projected Principal Component (PPC), Perturbation Principal Component (PPC), Stochastic Approximation Principal Component (SAPC), Sparse Principal Component (SPC) and other PC methods and Farm Test methods to these models. Evaluates the efficacy of these methods within the context of Laplace factor models by scrutinizing parameter estimation accuracy, mean square error, and the degree of sparsity.

  • Version0.2.0
  • R versionR (≥ 3.5.0)
  • LicenseMIT
  • Needs compilation?No
  • Languageen-US
  • Last release01/23/2025

Team


Insights

Last 30 days

This package has been downloaded 153 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
10 downloadsMar 4, 2025
11 downloadsMar 5, 2025
4 downloadsMar 6, 2025
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1 downloadsMar 8, 2025
1 downloadsMar 9, 2025
3 downloadsMar 10, 2025
7 downloadsMar 11, 2025
4 downloadsMar 12, 2025
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5 downloadsMar 22, 2025
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4 downloadsMar 24, 2025
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4 downloadsMar 28, 2025
3 downloadsMar 29, 2025
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2 downloadsMar 31, 2025
8 downloadsApr 1, 2025
4 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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15

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 1,525 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 Jan 24, 2025 with 46 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

  • Imports6 packages
  • Suggests1 package