SpatPCA

Regularized Principal Component Analysis for Spatial Data

CRAN Package

Provide regularized principal component analysis incorporating smoothness, sparseness and orthogonality of eigen-functions by using the alternating direction method of multipliers algorithm (Wang and Huang, 2017, doi:10.1080/10618600.2016.1157483). The method can be applied to either regularly or irregularly spaced data, including 1D, 2D, and 3D.

  • Version1.3.5
  • R version≥ 3.4.0
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release11/13/2023

Documentation


Team


Insights

Last 30 days

This package has been downloaded 214 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 7 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
8 downloadsMar 4, 2025
23 downloadsMar 5, 2025
4 downloadsMar 6, 2025
3 downloadsMar 7, 2025
2 downloadsMar 8, 2025
1 downloadsMar 9, 2025
3 downloadsMar 10, 2025
19 downloadsMar 11, 2025
3 downloadsMar 12, 2025
4 downloadsMar 13, 2025
4 downloadsMar 14, 2025
24 downloadsMar 15, 2025
4 downloadsMar 16, 2025
1 downloadsMar 17, 2025
9 downloadsMar 18, 2025
3 downloadsMar 19, 2025
7 downloadsMar 20, 2025
8 downloadsMar 21, 2025
3 downloadsMar 22, 2025
2 downloadsMar 23, 2025
6 downloadsMar 24, 2025
11 downloadsMar 25, 2025
4 downloadsMar 26, 2025
7 downloadsMar 27, 2025
22 downloadsMar 28, 2025
8 downloadsMar 29, 2025
4 downloadsMar 30, 2025
7 downloadsMar 31, 2025
3 downloadsApr 1, 2025
7 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
24

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 3,037 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jul 24, 2024 with 41 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

  • Imports3 packages
  • Suggests15 packages
  • Linking To3 packages