BayesRE: Bayesian Multiple Linear Regression Estimation for Crop Yield
Implements Bayesian multiple linear regression models for estimating
crop yield response to climatic variables. Posterior predictions and regional
sensitivity coefficients are returned and can be visualised with built-in
plotting utilities. Methods are based on Stan (Carpenter et al. (2017)
<doi:10.18637/jss.v076.i01>) and Bayesian workflow described in Gelman et al.
(2013, ISBN:9781439840955).
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.0) |
| Imports: |
rstan, ggplot2, bayesplot, stats |
| Suggests: |
testthat (≥ 3.0.0), rmarkdown |
| Published: |
2026-10-06 |
| DOI: |
10.32614/CRAN.package.BayesRE (may not be active yet) |
| Author: |
Prakash Kumar [aut, cre],
Himadri Sekhar Roy [aut],
Ranjit Kumar Paul [aut],
Md. Yeasin [aut],
Neeraj Budhlakoti [aut],
Sunil Kumar Yadav [aut],
Amrit Kumar Paul [aut] |
| Maintainer: |
Prakash Kumar <prakash289111 at gmail.com> |
| License: |
MIT + file LICENSE |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| CRAN checks: |
BayesRE results |
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