makemyprior: Intuitive Construction of Joint Priors for Variance Parameters in R
Priors allow us to robustify inference and to incorporate expert knowledge in Bayesian hierarchical models. This is particularly important when there are random effects that are hard to identify based on observed data. The challenge lies in understanding and controlling the joint influence of the p...
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| Main Authors: | Ingeborg Hem, Geir-Arne Fuglstad, Andrea Riebler |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Foundation for Open Access Statistics
2024-08-01
|
| Series: | Journal of Statistical Software |
| Online Access: | https://www.jstatsoft.org/index.php/jss/article/view/4686 |
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