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Expand file tree Collapse file tree Original file line number Diff line number Diff line change 44 print(waic1)
55 Output
66
7- Computed from 1000 by 32 log-likelihood matrix .
7+ Computed from 1000 posterior draws and 32 log-likelihood terms .
88
99 Estimate SE
1010 elpd_waic -83.5 4.3
1818 Code
1919 print(psis1)
2020 Output
21- Computed from 1000 by 32 log-weights matrix .
21+ Computed from 1000 posterior draws and 32 log-weight terms .
2222 MCSE and ESS estimates assume independent draws (r_eff=1).
2323
2424 All Pareto k estimates are good (k < 0.67).
3030 print(loo1)
3131 Output
3232
33- Computed from 1000 by 32 log-likelihood matrix .
33+ Computed from 1000 posterior draws and 32 log-likelihood terms .
3434
3535 Estimate SE
3636 elpd_loo -83.6 4.3
4949 print(loo1_r_eff)
5050 Output
5151
52- Computed from 1000 by 32 log-likelihood matrix .
52+ Computed from 1000 posterior draws and 32 log-likelihood terms .
5353
5454 Estimate SE
5555 elpd_loo -83.6 4.3
Original file line number Diff line number Diff line change 1717 print(loo_tis)
1818 Output
1919
20- Computed from 1000 by 32 log-likelihood matrix using tis_loo .
20+ Computed from 1000 posterior draws and 32 log-likelihood terms using tis_loo .
2121
2222 Estimate SE
2323 elpd_loo -83.6 4.3
3131 print(loo_sis)
3232 Output
3333
34- Computed from 1000 by 32 log-likelihood matrix using sis_loo .
34+ Computed from 1000 posterior draws and 32 log-likelihood terms using sis_loo .
3535
3636 Estimate SE
3737 elpd_loo -83.6 4.3
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