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) ) and Bayesian workflow described in Gelman et al. (2013, ISBN:9781439840955).


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("BayesRE")

0.1.0 by Prakash Kumar, 7 hours ago


Browse source code at https://github.com/cran/BayesRE


Authors: 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]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports rstan, ggplot2, bayesplot, stats

Suggests testthat, rmarkdown


See at CRAN