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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 |
| Reference manual: | BayesRE.html , BayesRE.pdf |
| Package source: | BayesRE_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): BayesRE_0.1.0.tgz, r-oldrel (arm64): BayesRE_0.1.0.tgz, r-release (x86_64): BayesRE_0.1.0.tgz, r-oldrel (x86_64): BayesRE_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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