@@ -17,22 +17,23 @@ approximate LOO-CV
1717
1818* Vehtari, A., Gelman, A., and Gabry, J. (2017). Practical Bayesian model
1919evaluation using leave-one-out cross-validation and WAIC.
20- _ Statistics and Computing_ . 27(5), 1413- -1432.
21- doi:10.1007/s11222-016-9696-4. [ Online ] ( https://dx.doi.org/10.1007/s11222-016-9696-4 ) ,
22- [ arXiv preprint arXiv:1507.04544 ] ( https://arxiv.org/abs/1507.04544 ) .
20+ _ Statistics and Computing_ . 27(5): 1413-1432.
21+ [ Journal ] ( https://dx.doi.org/10.1007/s11222-016-9696-4 ) ,
22+ [ arXiv preprint] ( https://arxiv.org/abs/1507.04544 )
2323
2424* Vehtari, A., Simpson, D., Gelman, A., Yao, Y., and Gabry, J. (2024).
2525Pareto smoothed importance sampling. * Journal of Machine Learning Research* ,
26- 25(72):1-58.
27- [ Online] ( https://jmlr.org/papers/v25/19-556.html )
26+ 25(72): 1-58.
27+ [ Journal] ( https://jmlr.org/papers/v25/19-556.html ) ,
28+ [ arXiv preprint] ( https://arxiv.org/abs/1507.02646 )
2829
2930and computes model weights as described in
3031
3132* Yao, Y., Vehtari, A., Simpson, D., and Gelman, A. (2018). Using
32- stacking to average Bayesian predictive distributions. In Bayesian
33- Analysis, doi:10.1214/17-BA1091 .
34- [ Online ] ( https://dx.doi.org/10.1214/17-BA1091 ) ,
35- [ arXiv preprint arXiv:1704.02030 ] ( https://arxiv.org/abs/1704.02030 ) .
33+ stacking to average Bayesian predictive distributions. * Bayesian Analysis *
34+ 13(3): 917-1007 .
35+ [ Journal ] ( https://dx.doi.org/10.1214/17-BA1091 ) ,
36+ [ arXiv preprint] ( https://arxiv.org/abs/1704.02030 )
3637
3738From existing posterior simulation draws, we compute approximate LOO-CV using
3839Pareto smoothed importance sampling (PSIS), a new procedure for regularizing
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