deform
Spatial Deformation and Dimension Expansion Gaussian Processes
Methods for fitting nonstationary Gaussian process models by spatial deformation, as introduced by Sampson and Guttorp (1992) doi:10.1080/01621459.1992.10475181, and by dimension expansion, as introduced by Bornn et al. (2012) doi:10.1080/01621459.2011.646919. Low-rank thin-plate regression splines, as developed in Wood, S.N. (2003) doi:10.1111/1467-9868.00374, are used to either transform co-ordinates or create new latent dimensions.
- Version1.0.0
- R versionunknown
- LicenseGPL-3
- Needs compilation?Yes
- Last release10/19/2023
Team
Ben Youngman
Insights
Last 30 days
This package has been downloaded 171 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 6 times.
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 1,992 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 Sep 11, 2024 with 18 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
- Imports2 packages
- Suggests2 packages
- Linking To2 packages