@@ -506,8 +506,8 @@ virus_serosurvey %>%
506506
507507SAMPLING FOR MODEL 'time_no_seroreversion' NOW (CHAIN 1).
508508Chain 1:
509- Chain 1: Gradient evaluation took 0.000125 seconds
510- Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 1.25 seconds.
509+ Chain 1: Gradient evaluation took 0.000111 seconds
510+ Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 1.11 seconds.
511511Chain 1: Adjust your expectations accordingly!
512512Chain 1:
513513Chain 1:
@@ -524,15 +524,15 @@ Chain 1: Iteration: 800 / 1000 [ 80%] (Sampling)
524524Chain 1: Iteration: 900 / 1000 [ 90%] (Sampling)
525525Chain 1: Iteration: 1000 / 1000 [100%] (Sampling)
526526Chain 1:
527- Chain 1: Elapsed Time: 4.184 seconds (Warm-up)
528- Chain 1: 3.791 seconds (Sampling)
529- Chain 1: 7.975 seconds (Total)
527+ Chain 1: Elapsed Time: 3.805 seconds (Warm-up)
528+ Chain 1: 3.456 seconds (Sampling)
529+ Chain 1: 7.261 seconds (Total)
530530Chain 1:
531531
532532SAMPLING FOR MODEL 'time_no_seroreversion' NOW (CHAIN 2).
533533Chain 2:
534- Chain 2: Gradient evaluation took 9.9e-05 seconds
535- Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.99 seconds.
534+ Chain 2: Gradient evaluation took 0.0001 seconds
535+ Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 1 seconds.
536536Chain 2: Adjust your expectations accordingly!
537537Chain 2:
538538Chain 2:
@@ -549,15 +549,15 @@ Chain 2: Iteration: 800 / 1000 [ 80%] (Sampling)
549549Chain 2: Iteration: 900 / 1000 [ 90%] (Sampling)
550550Chain 2: Iteration: 1000 / 1000 [100%] (Sampling)
551551Chain 2:
552- Chain 2: Elapsed Time: 4.307 seconds (Warm-up)
553- Chain 2: 4.32 seconds (Sampling)
554- Chain 2: 8.627 seconds (Total)
552+ Chain 2: Elapsed Time: 4.431 seconds (Warm-up)
553+ Chain 2: 3.681 seconds (Sampling)
554+ Chain 2: 8.112 seconds (Total)
555555Chain 2:
556556
557557SAMPLING FOR MODEL 'time_no_seroreversion' NOW (CHAIN 3).
558558Chain 3:
559- Chain 3: Gradient evaluation took 0.0001 seconds
560- Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 1 seconds.
559+ Chain 3: Gradient evaluation took 0.000104 seconds
560+ Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 1.04 seconds.
561561Chain 3: Adjust your expectations accordingly!
562562Chain 3:
563563Chain 3:
@@ -574,9 +574,9 @@ Chain 3: Iteration: 800 / 1000 [ 80%] (Sampling)
574574Chain 3: Iteration: 900 / 1000 [ 90%] (Sampling)
575575Chain 3: Iteration: 1000 / 1000 [100%] (Sampling)
576576Chain 3:
577- Chain 3: Elapsed Time: 4.461 seconds (Warm-up)
578- Chain 3: 2.748 seconds (Sampling)
579- Chain 3: 7.209 seconds (Total)
577+ Chain 3: Elapsed Time: 4.369 seconds (Warm-up)
578+ Chain 3: 2.664 seconds (Sampling)
579+ Chain 3: 7.033 seconds (Total)
580580Chain 3:
581581
582582SAMPLING FOR MODEL 'time_no_seroreversion' NOW (CHAIN 4).
@@ -599,20 +599,14 @@ Chain 4: Iteration: 800 / 1000 [ 80%] (Sampling)
599599Chain 4: Iteration: 900 / 1000 [ 90%] (Sampling)
600600Chain 4: Iteration: 1000 / 1000 [100%] (Sampling)
601601Chain 4:
602- Chain 4: Elapsed Time: 4.256 seconds (Warm-up)
603- Chain 4: 2.611 seconds (Sampling)
604- Chain 4: 6.867 seconds (Total)
602+ Chain 4: Elapsed Time: 4.795 seconds (Warm-up)
603+ Chain 4: 3.243 seconds (Sampling)
604+ Chain 4: 8.038 seconds (Total)
605605Chain 4:
606606```
607607
608608``` warning
609- Warning: There were 1 divergent transitions after warmup. See
610- https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
611- to find out why this is a problem and how to eliminate them.
612- ```
613-
614- ``` warning
615- Warning: There were 3 chains where the estimated Bayesian Fraction of Missing Information was low. See
609+ Warning: There were 2 chains where the estimated Bayesian Fraction of Missing Information was low. See
616610https://mc-stan.org/misc/warnings.html#bfmi-low
617611```
618612
@@ -632,10 +626,6 @@ Running the chains for more iterations may help. See
632626https://mc-stan.org/misc/warnings.html#tail-ess
633627```
634628
635- ``` warning
636- Warning: Some Pareto k diagnostic values are too high. See help('pareto-k-diagnostic') for details.
637- ```
638-
639629<img src =" fig/Serofoi-tutorial-rendered-unnamed-chunk-10-1.png " alt =" " style =" display : block ; margin : auto ;" />
640630
641631::::::::::::::::::::::::::
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