\n", + " | mean | \n", + "sd | \n", + "hdi_3% | \n", + "hdi_97% | \n", + "mcse_mean | \n", + "mcse_sd | \n", + "ess_mean | \n", + "ess_sd | \n", + "ess_bulk | \n", + "ess_tail | \n", + "r_hat | \n", + "ess_mean_per_sec | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|
frac[0] | \n", + "0.518 | \n", + "0.022 | \n", + "0.474 | \n", + "0.556 | \n", + "0.0 | \n", + "0.0 | \n", + "2020.0 | \n", + "2015.0 | \n", + "2028.0 | \n", + "2516.0 | \n", + "1.00 | \n", + "110.249714 | \n", + "
frac[1] | \n", + "0.299 | \n", + "0.021 | \n", + "0.261 | \n", + "0.338 | \n", + "0.0 | \n", + "0.0 | \n", + "1941.0 | \n", + "1941.0 | \n", + "1938.0 | \n", + "2310.0 | \n", + "1.00 | \n", + "105.937968 | \n", + "
frac[2] | \n", + "0.107 | \n", + "0.014 | \n", + "0.083 | \n", + "0.133 | \n", + "0.0 | \n", + "0.0 | \n", + "1259.0 | \n", + "1259.0 | \n", + "1257.0 | \n", + "1729.0 | \n", + "1.00 | \n", + "68.715045 | \n", + "
frac[3] | \n", + "0.066 | \n", + "0.011 | \n", + "0.046 | \n", + "0.087 | \n", + "0.0 | \n", + "0.0 | \n", + "767.0 | \n", + "767.0 | \n", + "734.0 | \n", + "1260.0 | \n", + "1.01 | \n", + "41.862144 | \n", + "
frac[4] | \n", + "0.010 | \n", + "0.005 | \n", + "0.003 | \n", + "0.019 | \n", + "0.0 | \n", + "0.0 | \n", + "516.0 | \n", + "516.0 | \n", + "457.0 | \n", + "538.0 | \n", + "1.01 | \n", + "28.162798 | \n", + "
\n", + " | mean | \n", + "sd | \n", + "hdi_3% | \n", + "hdi_97% | \n", + "mcse_mean | \n", + "mcse_sd | \n", + "ess_mean | \n", + "ess_sd | \n", + "ess_bulk | \n", + "ess_tail | \n", + "r_hat | \n", + "ess_mean_per_sec | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|
frac[0] | \n", + "0.499 | \n", + "0.063 | \n", + "0.378 | \n", + "0.613 | \n", + "0.001 | \n", + "0.001 | \n", + "4058.0 | \n", + "4058.0 | \n", + "4115.0 | \n", + "2871.0 | \n", + "1.00 | \n", + "22.319671 | \n", + "
frac[1] | \n", + "0.280 | \n", + "0.053 | \n", + "0.183 | \n", + "0.379 | \n", + "0.001 | \n", + "0.001 | \n", + "4549.0 | \n", + "4549.0 | \n", + "4506.0 | \n", + "2604.0 | \n", + "1.00 | \n", + "25.020252 | \n", + "
frac[2] | \n", + "0.117 | \n", + "0.034 | \n", + "0.057 | \n", + "0.182 | \n", + "0.001 | \n", + "0.000 | \n", + "3236.0 | \n", + "3236.0 | \n", + "3184.0 | \n", + "2919.0 | \n", + "1.00 | \n", + "17.798535 | \n", + "
frac[3] | \n", + "0.089 | \n", + "0.030 | \n", + "0.038 | \n", + "0.144 | \n", + "0.001 | \n", + "0.000 | \n", + "2721.0 | \n", + "2721.0 | \n", + "2605.0 | \n", + "2643.0 | \n", + "1.00 | \n", + "14.965950 | \n", + "
frac[4] | \n", + "0.015 | \n", + "0.011 | \n", + "0.001 | \n", + "0.036 | \n", + "0.001 | \n", + "0.001 | \n", + "163.0 | \n", + "163.0 | \n", + "112.0 | \n", + "120.0 | \n", + "1.03 | \n", + "0.896527 | \n", + "
conc | \n", + "6.143 | \n", + "2.031 | \n", + "2.739 | \n", + "9.910 | \n", + "0.047 | \n", + "0.033 | \n", + "1857.0 | \n", + "1857.0 | \n", + "1799.0 | \n", + "2662.0 | \n", + "1.00 | \n", + "10.213807 | \n", + "
\n", + " | mean | \n", + "sd | \n", + "hdi_3% | \n", + "hdi_97% | \n", + "mcse_mean | \n", + "mcse_sd | \n", + "ess_mean | \n", + "ess_sd | \n", + "ess_bulk | \n", + "ess_tail | \n", + "r_hat | \n", + "ess_mean_per_sec | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|
frac[0] | \n", + "0.500 | \n", + "0.063 | \n", + "0.388 | \n", + "0.621 | \n", + "0.001 | \n", + "0.001 | \n", + "4543.0 | \n", + "4543.0 | \n", + "4609.0 | \n", + "2932.0 | \n", + "1.0 | \n", + "133.853339 | \n", + "
frac[1] | \n", + "0.282 | \n", + "0.054 | \n", + "0.177 | \n", + "0.381 | \n", + "0.001 | \n", + "0.001 | \n", + "6048.0 | \n", + "5875.0 | \n", + "6022.0 | \n", + "2937.0 | \n", + "1.0 | \n", + "178.196124 | \n", + "
frac[2] | \n", + "0.116 | \n", + "0.035 | \n", + "0.057 | \n", + "0.183 | \n", + "0.001 | \n", + "0.000 | \n", + "4317.0 | \n", + "4275.0 | \n", + "4229.0 | \n", + "3243.0 | \n", + "1.0 | \n", + "127.194555 | \n", + "
frac[3] | \n", + "0.087 | \n", + "0.029 | \n", + "0.035 | \n", + "0.143 | \n", + "0.001 | \n", + "0.000 | \n", + "2897.0 | \n", + "2897.0 | \n", + "2791.0 | \n", + "2580.0 | \n", + "1.0 | \n", + "85.356179 | \n", + "
frac[4] | \n", + "0.015 | \n", + "0.011 | \n", + "0.000 | \n", + "0.034 | \n", + "0.000 | \n", + "0.000 | \n", + "3064.0 | \n", + "2898.0 | \n", + "2685.0 | \n", + "2072.0 | \n", + "1.0 | \n", + "90.276608 | \n", + "
conc | \n", + "6.213 | \n", + "2.032 | \n", + "2.692 | \n", + "9.812 | \n", + "0.037 | \n", + "0.027 | \n", + "3017.0 | \n", + "2866.0 | \n", + "3063.0 | \n", + "3303.0 | \n", + "1.0 | \n", + "88.891817 | \n", + "
\n", + " | rank | \n", + "loo | \n", + "p_loo | \n", + "d_loo | \n", + "weight | \n", + "se | \n", + "dse | \n", + "warning | \n", + "loo_scale | \n", + "
---|---|---|---|---|---|---|---|---|---|
dirichlet_multinomial | \n", + "0 | \n", + "-96.382639 | \n", + "4.322324 | \n", + "0.000000 | \n", + "1.0 | \n", + "5.861086 | \n", + "0.000000 | \n", + "False | \n", + "log | \n", + "
multinomial | \n", + "1 | \n", + "-161.543594 | \n", + "24.431986 | \n", + "65.160955 | \n", + "0.0 | \n", + "22.336271 | \n", + "18.207668 | \n", + "True | \n", + "log | \n", + "