BayesGP

Efficient Implementation of Gaussian Process in Bayesian Hierarchical Models

CRAN Package

Implements Bayesian hierarchical models with flexible Gaussian process priors, focusing on Extended Latent Gaussian Models and incorporating various Gaussian process priors for Bayesian smoothing. Computations leverage finite element approximations and adaptive quadrature for efficient inference. Methods are detailed in Zhang, Stringer, Brown, and Stafford (2023) doi:10.1177/09622802221134172; Zhang, Stringer, Brown, and Stafford (2024) doi:10.1080/10618600.2023.2289532; Zhang, Brown, and Stafford (2023) doi:10.48550/arXiv.2305.09914; and Stringer, Brown, and Stafford (2021) doi:10.1111/biom.13329.

  • Version0.1.3
  • R version≥ 3.6.0
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release11/12/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 507 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
48 downloadsMar 4, 2025
9 downloadsMar 5, 2025
7 downloadsMar 6, 2025
8 downloadsMar 7, 2025
46 downloadsMar 8, 2025
5 downloadsMar 9, 2025
6 downloadsMar 10, 2025
9 downloadsMar 11, 2025
13 downloadsMar 12, 2025
47 downloadsMar 13, 2025
5 downloadsMar 14, 2025
10 downloadsMar 15, 2025
5 downloadsMar 16, 2025
35 downloadsMar 17, 2025
22 downloadsMar 18, 2025
6 downloadsMar 19, 2025
19 downloadsMar 20, 2025
8 downloadsMar 21, 2025
7 downloadsMar 22, 2025
9 downloadsMar 23, 2025
46 downloadsMar 24, 2025
5 downloadsMar 25, 2025
13 downloadsMar 26, 2025
5 downloadsMar 27, 2025
45 downloadsMar 28, 2025
5 downloadsMar 29, 2025
5 downloadsMar 30, 2025
3 downloadsMar 31, 2025
51 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
51

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 2,558 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 Feb 20, 2025 with 55 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
  • Suggests4 packages
  • Linking To2 packages