Package: meshed 0.2.3

Michele Peruzzi

meshed: Bayesian Regression with Meshed Gaussian Processes

Fits Bayesian regression models based on latent Meshed Gaussian Processes (MGP) as described in Peruzzi, Banerjee, Finley (2020) <doi:10.1080/01621459.2020.1833889>, Peruzzi, Banerjee, Dunson, and Finley (2021) <arxiv:2101.03579>, Peruzzi and Dunson (2022) <arxiv:2201.10080>. Funded by ERC grant 856506 and NIH grant R01ES028804.

Authors:Michele Peruzzi

meshed_0.2.3.tar.gz
meshed_0.2.3.tar.gz(r-4.5-noble)meshed_0.2.3.tar.gz(r-4.4-noble)
meshed_0.2.3.tgz(r-4.4-emscripten)meshed_0.2.3.tgz(r-4.3-emscripten)
meshed.pdf |meshed.html
meshed/json (API)
NEWS

# Install 'meshed' in R:
install.packages('meshed', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascppopenmp

3.99 score 1 stars 49 scripts 193 downloads 4 exports 19 dependencies

Last updated 2 years agofrom:ccd7e6a43c. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKDec 16 2024
R-4.5-linux-x86_64NOTEDec 16 2024

Exports:rmeshedgpspmeshedsummary_list_meansummary_list_q

Dependencies:clidplyrfansiFNNgenericsgluelifecyclemagrittrpillarpkgconfigR6RcppRcppArmadillorlangtibbletidyselectutf8vctrswithr

MGPs for multivariate data at irregularly spaced locations

Rendered frommultivariate_irregular.Rmdusingknitr::rmarkdownon Dec 16 2024.

Last update: 2022-09-19
Started: 2021-06-11

MGPs for univariate data at irregularly spaced locations

Rendered fromunivariate_irregular.Rmdusingknitr::rmarkdownon Dec 16 2024.

Last update: 2022-09-19
Started: 2021-06-11

MGPs for univariate spatial gridded data

Rendered fromunivariate_gridded.Rmdusingknitr::rmarkdownon Dec 16 2024.

Last update: 2022-09-19
Started: 2021-06-11

MGPs for univariate non-Gaussian data at irregularly spaced locations

Rendered fromunivariate_irregular_poisson.Rmdusingknitr::rmarkdownon Dec 16 2024.

Last update: 2022-09-19
Started: 2021-06-11