varycoef

Modeling Spatially Varying Coefficients

CRAN Package

Implements a maximum likelihood estimation (MLE) method for estimation and prediction of Gaussian process-based spatially varying coefficient (SVC) models (Dambon et al. (2021a) doi:10.1016/j.spasta.2020.100470). Covariance tapering (Furrer et al. (2006) doi:10.1198/106186006X132178) can be applied such that the method scales to large data. Further, it implements a joint variable selection of the fixed and random effects (Dambon et al. (2021b) doi:10.1080/13658816.2022.2097684). The package and its capabilities are described in (Dambon et al. (2021c) doi:10.48550/arXiv.2106.02364).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 266 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 16 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
1 downloadsMar 6, 2025
0 downloadsMar 7, 2025
1 downloadsMar 8, 2025
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
1 downloadsMar 12, 2025
1 downloadsMar 13, 2025
1 downloadsMar 14, 2025
18 downloadsMar 15, 2025
0 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
2 downloadsMar 20, 2025
0 downloadsMar 21, 2025
1 downloadsMar 22, 2025
1 downloadsMar 23, 2025
0 downloadsMar 24, 2025
0 downloadsMar 25, 2025
13 downloadsMar 26, 2025
23 downloadsMar 27, 2025
94 downloadsMar 28, 2025
7 downloadsMar 29, 2025
13 downloadsMar 30, 2025
17 downloadsMar 31, 2025
26 downloadsApr 1, 2025
11 downloadsApr 2, 2025
19 downloadsApr 3, 2025
16 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
94

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 3,141 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 28, 2025 with 94 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

  • Imports9 packages
  • Suggests8 packages