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 586 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 35 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
9 downloadsFeb 16, 2025
48 downloadsFeb 17, 2025
6 downloadsFeb 18, 2025
14 downloadsFeb 19, 2025
55 downloadsFeb 20, 2025
7 downloadsFeb 21, 2025
15 downloadsFeb 22, 2025
47 downloadsFeb 23, 2025
11 downloadsFeb 24, 2025
7 downloadsFeb 25, 2025
48 downloadsFeb 26, 2025
5 downloadsFeb 27, 2025
4 downloadsFeb 28, 2025
44 downloadsMar 1, 2025
7 downloadsMar 2, 2025
6 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
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
4
55

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 2,304 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 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