Samples were drawn using sampling(NUTS). For each parameter, Bulk_ESS and Tail_ESS are effective sample size measures, and Rhat is the potential scale reduction factor on split chains (at convergence, Rhat = 1). ############################### #ariaDNE 0.08 (ep_08) > summary(ep08_mod, WAIC=T) Family: categorical Links: muFL = logit; muIN = logit Formula: diet ~ ep_08 + (1 | gr(taxon, cov = A)) + (1 | genus) Data: data (Number of observations: 222) Samples: 4 chains, each with iter = 3000; warmup = 1000; thin = 1; total post-warmup samples = 8000 Group-Level Effects: ~genus (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 0.81 0.60 0.03 2.27 1.00 6311 4136 sd(muIN_Intercept) 0.86 0.66 0.03 2.45 1.00 4390 4176 ~taxon (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 2.08 0.58 1.12 3.34 1.00 10593 6140 sd(muIN_Intercept) 1.51 0.59 0.55 2.83 1.00 3710 1541 Population-Level Effects: Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS muFL_Intercept -1.19 2.87 -6.85 4.61 1.00 12017 5688 muIN_Intercept -1.95 2.73 -7.32 3.43 1.00 9194 5950 muFL_ep_08 1.03 1.67 -2.19 4.35 1.00 10401 5840 muIN_ep_08 4.12 1.90 0.59 8.10 1.00 7896 5735 ############################### #ariaDNE 0.08 (ep_08) + OPC > summary(ep08_opc_mod, WAIC=T) Family: categorical Links: muFL = logit; muIN = logit Formula: diet ~ ep_08 + OPC + (1 | gr(taxon, cov = A)) + (1 | genus) Data: data (Number of observations: 222) Samples: 4 chains, each with iter = 3000; warmup = 1000; thin = 1; total post-warmup samples = 8000 Group-Level Effects: ~genus (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 0.81 0.60 0.03 2.26 1.00 6377 4393 sd(muIN_Intercept) 0.86 0.64 0.04 2.39 1.00 5319 4009 ~taxon (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 2.13 0.59 1.13 3.41 1.00 9110 5925 sd(muIN_Intercept) 1.57 0.60 0.59 2.91 1.00 5286 3516 Population-Level Effects: Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS muFL_Intercept -1.20 2.88 -6.87 4.53 1.00 10116 5885 muIN_Intercept -2.00 2.71 -7.22 3.57 1.00 7697 5653 muFL_ep_08 0.93 1.75 -2.46 4.44 1.00 9841 5942 muFL_OPC 1.10 1.57 -1.84 4.46 1.00 6805 5506 muIN_ep_08 4.31 1.96 0.58 8.19 1.00 5823 5815 muIN_OPC -0.22 1.65 -3.46 3.16 1.00 7479 5410 ############################### #ariaDNE 0.08 (ep_08) + ariaDNE 0.08 CV (ep_08_sd) > summary(ep08_sd_mod, WAIC=T) Family: categorical Links: muFL = logit; muIN = logit Formula: diet ~ ep_08 + ep_08_sd + (1 | gr(taxon, cov = A)) + (1 | genus) Data: data (Number of observations: 222) Samples: 4 chains, each with iter = 3000; warmup = 1000; thin = 1; total post-warmup samples = 8000 Group-Level Effects: ~genus (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 0.80 0.61 0.03 2.26 1.00 6258 3890 sd(muIN_Intercept) 0.84 0.64 0.04 2.41 1.00 4697 3924 ~taxon (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 2.09 0.59 1.10 3.36 1.00 10224 5713 sd(muIN_Intercept) 1.48 0.60 0.50 2.82 1.00 5546 4384 Population-Level Effects: Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS muFL_Intercept -1.13 2.84 -6.59 4.51 1.00 10185 6003 muIN_Intercept -2.25 2.75 -7.56 3.23 1.00 8416 6036 muFL_ep_08 1.13 1.69 -2.14 4.60 1.00 10398 6247 muFL_ep_08_sd 1.43 1.77 -1.60 5.20 1.00 9778 5817 muIN_ep_08 4.45 1.89 0.85 8.34 1.00 7438 6630 muIN_ep_08_sd -1.28 1.87 -4.99 2.32 1.00 8831 6135 ############################### #ariaDNE 0.08 (ep_08) + ariaDNE 0.08 CV (ep_08_sd) + OPC > summary(ep08_sd_opc_mod, WAIC=T) Family: categorical Links: muFL = logit; muIN = logit Formula: diet ~ ep_08 + ep_08_sd + OPC + (1 | gr(taxon, cov = A)) + (1 | genus) Data: data (Number of observations: 222) Samples: 4 chains, each with iter = 3000; warmup = 1000; thin = 1; total post-warmup samples = 8000 Group-Level Effects: ~genus (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 0.80 0.61 0.03 2.25 1.00 6461 3811 sd(muIN_Intercept) 0.84 0.64 0.03 2.36 1.00 5773 4310 ~taxon (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 2.13 0.59 1.12 3.42 1.00 10240 5676 sd(muIN_Intercept) 1.55 0.61 0.56 2.91 1.00 6305 5397 Population-Level Effects: Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS muFL_Intercept -1.06 2.84 -6.57 4.52 1.00 10016 5969 muIN_Intercept -2.27 2.73 -7.52 3.07 1.00 9272 5683 muFL_ep_08 0.99 1.81 -2.52 4.64 1.00 10472 6035 muFL_ep_08_sd 1.54 1.81 -1.66 5.41 1.00 9890 6147 muFL_OPC 1.24 1.68 -1.89 4.70 1.00 8599 5856 muIN_ep_08 4.59 1.97 0.91 8.62 1.00 7239 6467 muIN_ep_08_sd -1.28 1.89 -5.06 2.39 1.00 9616 6007 muIN_OPC -0.16 1.71 -3.54 3.31 1.00 9774 6044 ############################### #ariaDNE 0.08 (ep_08) + RFI > summary(ep08_rfi_mod, WAIC=T) Family: categorical Links: muFL = logit; muIN = logit Formula: diet ~ ep_08 + RFI + (1 | gr(taxon, cov = A)) + (1 | genus) Data: data (Number of observations: 222) Samples: 4 chains, each with iter = 3000; warmup = 1000; thin = 1; total post-warmup samples = 8000 Group-Level Effects: ~genus (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 0.80 0.61 0.03 2.30 1.00 7282 4247 sd(muIN_Intercept) 0.85 0.64 0.03 2.37 1.00 5885 4338 ~taxon (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 2.17 0.58 1.17 3.42 1.00 10957 6112 sd(muIN_Intercept) 1.59 0.59 0.64 2.95 1.00 7028 4669 Population-Level Effects: Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS muFL_Intercept -1.17 2.80 -6.75 4.45 1.00 10837 6027 muIN_Intercept -1.96 2.77 -7.31 3.47 1.00 10968 6661 muFL_ep_08 0.92 1.80 -2.61 4.44 1.00 11823 6202 muFL_RFI 0.31 1.67 -2.92 3.67 1.00 9711 6085 muIN_ep_08 4.13 1.95 0.50 8.16 1.00 8471 5890 muIN_RFI 0.80 1.61 -2.42 4.07 1.00 11118 6146 ############################### #ariaDNE 0.08 (ep_08) + ariaDNE 0.08 CV (ep_08_sd) + RFI > summary(ep08_sd_rfi_mod, WAIC=T) Family: categorical Links: muFL = logit; muIN = logit Formula: diet ~ ep_08 + ep_08_sd + RFI + (1 | gr(taxon, cov = A)) + (1 | genus) Data: data (Number of observations: 222) Samples: 4 chains, each with iter = 3000; warmup = 1000; thin = 1; total post-warmup samples = 8000 Group-Level Effects: ~genus (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 0.81 0.61 0.04 2.28 1.00 6839 4175 sd(muIN_Intercept) 0.87 0.65 0.04 2.43 1.00 5190 4454 ~taxon (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 2.17 0.60 1.16 3.48 1.00 9993 5731 sd(muIN_Intercept) 1.54 0.61 0.53 2.89 1.00 3960 2872 Population-Level Effects: Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS muFL_Intercept -1.11 2.86 -6.80 4.64 1.00 12588 5643 muIN_Intercept -2.28 2.78 -7.59 3.43 1.00 7704 6249 muFL_ep_08 0.90 1.87 -2.69 4.63 1.00 9868 5962 muFL_ep_08_sd 1.52 1.81 -1.65 5.37 1.00 11165 5947 muFL_RFI 0.56 1.75 -2.80 4.07 1.00 9097 6320 muIN_ep_08 4.45 1.95 0.70 8.35 1.00 7712 6504 muIN_ep_08_sd -1.20 1.92 -4.99 2.62 1.00 10692 6288 muIN_RFI 0.70 1.61 -2.47 3.98 1.00 9554 5911 ############################### #ariaDNE 0.08 (ep_08) + ariaDNE 0.08 CV (ep_08_sd) + OPC + RFI > summary(ep08_sd_opc_rfi_mod, WAIC=T) Family: categorical Links: muFL = logit; muIN = logit Formula: diet ~ ep_08 + ep_08_sd + OPC + RFI + (1 | gr(taxon, cov = A)) + (1 | genus) Data: data (Number of observations: 222) Samples: 4 chains, each with iter = 3000; warmup = 1000; thin = 1; total post-warmup samples = 8000 Group-Level Effects: ~genus (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 0.82 0.61 0.04 2.27 1.00 7334 4504 sd(muIN_Intercept) 0.84 0.64 0.03 2.39 1.00 5632 3700 ~taxon (Number of levels: 22) Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS sd(muFL_Intercept) 2.19 0.59 1.16 3.44 1.00 9164 5549 sd(muIN_Intercept) 1.63 0.60 0.63 2.99 1.00 6199 4269 Population-Level Effects: Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS muFL_Intercept -0.94 2.84 -6.49 4.60 1.00 9432 6032 muIN_Intercept -2.17 2.82 -7.46 3.36 1.00 8513 6469 muFL_ep_08 0.72 1.96 -3.16 4.53 1.00 8572 6362 muFL_ep_08_sd 1.65 1.87 -1.61 5.59 1.00 11604 6152 muFL_OPC 1.29 1.65 -1.84 4.66 1.00 8676 6483 muFL_RFI 0.71 1.81 -2.75 4.35 1.00 8418 6201 muIN_ep_08 4.52 1.98 0.73 8.51 1.00 6345 6214 muIN_ep_08_sd -1.14 1.97 -5.01 2.66 1.00 9139 6252 muIN_OPC 0.04 1.75 -3.43 3.54 1.00 8957 6137 muIN_RFI 0.81 1.67 -2.43 4.24 1.00 8740 5906