CDI-CAT-EN Norms Tables
George Kachergis
2025-02-12
Our goal is to produce estimated WG and WS raw scores for each ability level, so that we can produce norms tables for the CDI-CAT that are equivalent norms tables for the full WG and WS forms. For English, we will produce simulated CDI-CAT scores for the new norms sample, and then create CAT ability norms using those scores.
Run simulated CAT
Ability Norms
WG: Both Sexes
## GAMLSS-RS iteration 1: Global Deviance = 4685.432
## GAMLSS-RS iteration 2: Global Deviance = 4685.16
## GAMLSS-RS iteration 3: Global Deviance = 4685.16
| age | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12 | -3.630223 | -3.432026 | -3.306276 | -3.211679 | -3.13 | -3.07 | -3.01 | -2.96 | -2.91 | -2.87 | -2.83 | -2.79 | -2.76 | -2.72 | -2.69 | -2.66 | -2.63 | -2.60 | -2.58 | -2.55 | -2.53 | -2.50 | -2.48 | -2.45 | -2.43 | -2.41 | -2.38 | -2.36 | -2.34 | -2.32 | -2.30 | -2.28 | -2.26 | -2.24 | -2.22 | -2.20 | -2.18 | -2.16 | -2.14 | -2.12 | -2.10 | -2.09 | -2.07 | -2.05 | -2.03 | -2.01 | -1.99 | -1.98 | -1.96 | -1.94 | -1.92 | -1.90 | -1.88 | -1.87 | -1.85 | -1.83 | -1.81 | -1.79 | -1.77 | -1.75 | -1.74 | -1.72 | -1.70 | -1.68 | -1.66 | -1.64 | -1.62 | -1.60 | -1.58 | -1.56 | -1.54 | -1.52 | -1.49 | -1.47 | -1.45 | -1.43 | -1.40 | -1.38 | -1.35 | -1.33 | -1.30 | -1.27 | -1.25 | -1.22 | -1.19 | -1.15 | -1.12 | -1.08 | -1.05 | -1.01 | -0.96 | -0.92 | -0.87 | -0.81 | -0.74 | -0.67 | -0.57 | -0.45 | -0.25 | 475 |
| 13 | -3.492173 | -3.282812 | -3.149980 | -3.050055 | -2.97 | -2.90 | -2.84 | -2.78 | -2.74 | -2.69 | -2.65 | -2.61 | -2.57 | -2.54 | -2.50 | -2.47 | -2.44 | -2.41 | -2.38 | -2.35 | -2.32 | -2.30 | -2.27 | -2.25 | -2.22 | -2.20 | -2.18 | -2.15 | -2.13 | -2.11 | -2.09 | -2.06 | -2.04 | -2.02 | -2.00 | -1.98 | -1.96 | -1.94 | -1.92 | -1.90 | -1.88 | -1.86 | -1.84 | -1.82 | -1.80 | -1.78 | -1.76 | -1.74 | -1.72 | -1.71 | -1.69 | -1.67 | -1.65 | -1.63 | -1.61 | -1.59 | -1.57 | -1.55 | -1.53 | -1.51 | -1.49 | -1.47 | -1.45 | -1.43 | -1.41 | -1.39 | -1.37 | -1.35 | -1.32 | -1.30 | -1.28 | -1.26 | -1.23 | -1.21 | -1.19 | -1.16 | -1.14 | -1.11 | -1.09 | -1.06 | -1.03 | -1.00 | -0.97 | -0.94 | -0.91 | -0.88 | -0.84 | -0.80 | -0.76 | -0.72 | -0.68 | -0.63 | -0.57 | -0.51 | -0.44 | -0.36 | -0.26 | -0.13 | 0.08 | 305 |
| 14 | -3.346998 | -3.127568 | -2.988347 | -2.883617 | -2.80 | -2.73 | -2.66 | -2.61 | -2.55 | -2.51 | -2.46 | -2.42 | -2.38 | -2.34 | -2.31 | -2.27 | -2.24 | -2.21 | -2.18 | -2.15 | -2.12 | -2.10 | -2.07 | -2.04 | -2.02 | -1.99 | -1.97 | -1.94 | -1.92 | -1.90 | -1.87 | -1.85 | -1.83 | -1.81 | -1.78 | -1.76 | -1.74 | -1.72 | -1.70 | -1.68 | -1.66 | -1.64 | -1.62 | -1.60 | -1.58 | -1.56 | -1.53 | -1.51 | -1.49 | -1.47 | -1.45 | -1.43 | -1.41 | -1.39 | -1.37 | -1.35 | -1.33 | -1.31 | -1.29 | -1.27 | -1.25 | -1.23 | -1.21 | -1.19 | -1.16 | -1.14 | -1.12 | -1.10 | -1.08 | -1.05 | -1.03 | -1.01 | -0.98 | -0.96 | -0.93 | -0.91 | -0.88 | -0.85 | -0.83 | -0.80 | -0.77 | -0.74 | -0.71 | -0.67 | -0.64 | -0.60 | -0.57 | -0.53 | -0.49 | -0.44 | -0.40 | -0.34 | -0.29 | -0.22 | -0.15 | -0.07 | 0.04 | 0.18 | 0.40 | 263 |
| 15 | -3.180984 | -2.954385 | -2.810616 | -2.702464 | -2.61 | -2.54 | -2.47 | -2.42 | -2.36 | -2.31 | -2.27 | -2.22 | -2.18 | -2.15 | -2.11 | -2.07 | -2.04 | -2.01 | -1.98 | -1.95 | -1.92 | -1.89 | -1.86 | -1.83 | -1.81 | -1.78 | -1.76 | -1.73 | -1.71 | -1.68 | -1.66 | -1.64 | -1.61 | -1.59 | -1.57 | -1.55 | -1.52 | -1.50 | -1.48 | -1.46 | -1.44 | -1.42 | -1.39 | -1.37 | -1.35 | -1.33 | -1.31 | -1.29 | -1.27 | -1.25 | -1.23 | -1.21 | -1.18 | -1.16 | -1.14 | -1.12 | -1.10 | -1.08 | -1.06 | -1.04 | -1.02 | -0.99 | -0.97 | -0.95 | -0.93 | -0.90 | -0.88 | -0.86 | -0.84 | -0.81 | -0.79 | -0.76 | -0.74 | -0.71 | -0.69 | -0.66 | -0.63 | -0.61 | -0.58 | -0.55 | -0.52 | -0.49 | -0.45 | -0.42 | -0.39 | -0.35 | -0.31 | -0.27 | -0.23 | -0.18 | -0.13 | -0.08 | -0.02 | 0.05 | 0.12 | 0.21 | 0.32 | 0.46 | 0.69 | 178 |
| 16 | -2.990301 | -2.760067 | -2.613991 | -2.504104 | -2.41 | -2.34 | -2.27 | -2.21 | -2.16 | -2.11 | -2.06 | -2.02 | -1.98 | -1.94 | -1.90 | -1.87 | -1.83 | -1.80 | -1.77 | -1.74 | -1.71 | -1.68 | -1.65 | -1.62 | -1.60 | -1.57 | -1.54 | -1.52 | -1.49 | -1.47 | -1.44 | -1.42 | -1.40 | -1.37 | -1.35 | -1.33 | -1.31 | -1.28 | -1.26 | -1.24 | -1.22 | -1.20 | -1.17 | -1.15 | -1.13 | -1.11 | -1.09 | -1.07 | -1.05 | -1.03 | -1.00 | -0.98 | -0.96 | -0.94 | -0.92 | -0.90 | -0.88 | -0.85 | -0.83 | -0.81 | -0.79 | -0.77 | -0.75 | -0.72 | -0.70 | -0.68 | -0.65 | -0.63 | -0.61 | -0.58 | -0.56 | -0.53 | -0.51 | -0.48 | -0.46 | -0.43 | -0.40 | -0.37 | -0.34 | -0.31 | -0.28 | -0.25 | -0.22 | -0.19 | -0.15 | -0.11 | -0.07 | -0.03 | 0.01 | 0.06 | 0.11 | 0.16 | 0.22 | 0.29 | 0.36 | 0.45 | 0.56 | 0.71 | 0.94 | 311 |
| 17 | -2.783749 | -2.552344 | -2.405525 | -2.295078 | -2.21 | -2.13 | -2.06 | -2.00 | -1.95 | -1.90 | -1.85 | -1.81 | -1.77 | -1.73 | -1.69 | -1.65 | -1.62 | -1.59 | -1.55 | -1.52 | -1.49 | -1.46 | -1.44 | -1.41 | -1.38 | -1.36 | -1.33 | -1.30 | -1.28 | -1.25 | -1.23 | -1.21 | -1.18 | -1.16 | -1.14 | -1.11 | -1.09 | -1.07 | -1.05 | -1.02 | -1.00 | -0.98 | -0.96 | -0.94 | -0.92 | -0.89 | -0.87 | -0.85 | -0.83 | -0.81 | -0.79 | -0.77 | -0.75 | -0.72 | -0.70 | -0.68 | -0.66 | -0.64 | -0.62 | -0.59 | -0.57 | -0.55 | -0.53 | -0.50 | -0.48 | -0.46 | -0.44 | -0.41 | -0.39 | -0.36 | -0.34 | -0.31 | -0.29 | -0.26 | -0.24 | -0.21 | -0.18 | -0.15 | -0.12 | -0.09 | -0.06 | -0.03 | 0.00 | 0.04 | 0.07 | 0.11 | 0.15 | 0.19 | 0.23 | 0.28 | 0.33 | 0.38 | 0.44 | 0.51 | 0.59 | 0.68 | 0.79 | 0.93 | 1.17 | 454 |
| 18 | -2.571819 | -2.340231 | -2.193296 | -2.082762 | -1.99 | -1.92 | -1.85 | -1.79 | -1.73 | -1.68 | -1.64 | -1.59 | -1.55 | -1.51 | -1.48 | -1.44 | -1.41 | -1.37 | -1.34 | -1.31 | -1.28 | -1.25 | -1.22 | -1.20 | -1.17 | -1.14 | -1.12 | -1.09 | -1.07 | -1.04 | -1.02 | -0.99 | -0.97 | -0.95 | -0.92 | -0.90 | -0.88 | -0.85 | -0.83 | -0.81 | -0.79 | -0.77 | -0.75 | -0.72 | -0.70 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.57 | -0.55 | -0.53 | -0.51 | -0.49 | -0.47 | -0.45 | -0.42 | -0.40 | -0.38 | -0.36 | -0.34 | -0.31 | -0.29 | -0.27 | -0.25 | -0.22 | -0.20 | -0.17 | -0.15 | -0.13 | -0.10 | -0.07 | -0.05 | -0.02 | 0.00 | 0.03 | 0.06 | 0.09 | 0.12 | 0.15 | 0.18 | 0.22 | 0.25 | 0.29 | 0.32 | 0.36 | 0.40 | 0.45 | 0.49 | 0.54 | 0.60 | 0.66 | 0.73 | 0.80 | 0.89 | 1.00 | 1.15 | 1.38 | 553 |
WG: Males
## GAMLSS-RS iteration 1: Global Deviance = 2490.359
## GAMLSS-RS iteration 2: Global Deviance = 2490.082
## GAMLSS-RS iteration 3: Global Deviance = 2490.082| age | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12 | -3.752913 | -3.541320 | -3.407071 | -3.306080 | -3.22 | -3.15 | -3.09 | -3.04 | -2.99 | -2.94 | -2.90 | -2.86 | -2.82 | -2.79 | -2.75 | -2.72 | -2.69 | -2.66 | -2.63 | -2.60 | -2.57 | -2.55 | -2.52 | -2.5 | -2.47 | -2.45 | -2.42 | -2.40 | -2.38 | -2.35 | -2.33 | -2.31 | -2.29 | -2.27 | -2.25 | -2.23 | -2.20 | -2.18 | -2.16 | -2.14 | -2.12 | -2.10 | -2.08 | -2.06 | -2.04 | -2.03 | -2.01 | -1.99 | -1.97 | -1.95 | -1.93 | -1.91 | -1.89 | -1.87 | -1.85 | -1.83 | -1.81 | -1.79 | -1.77 | -1.75 | -1.73 | -1.71 | -1.69 | -1.67 | -1.65 | -1.63 | -1.61 | -1.58 | -1.56 | -1.54 | -1.52 | -1.49 | -1.47 | -1.45 | -1.42 | -1.40 | -1.37 | -1.35 | -1.32 | -1.29 | -1.27 | -1.24 | -1.21 | -1.18 | -1.14 | -1.11 | -1.07 | -1.04 | -1.00 | -0.95 | -0.91 | -0.86 | -0.80 | -0.74 | -0.67 | -0.59 | -0.49 | -0.35 | -0.14 | 247 |
| 13 | -3.591369 | -3.373268 | -3.234890 | -3.130793 | -3.05 | -2.97 | -2.91 | -2.85 | -2.80 | -2.76 | -2.71 | -2.67 | -2.63 | -2.59 | -2.56 | -2.53 | -2.49 | -2.46 | -2.43 | -2.40 | -2.38 | -2.35 | -2.32 | -2.3 | -2.27 | -2.24 | -2.22 | -2.20 | -2.17 | -2.15 | -2.13 | -2.10 | -2.08 | -2.06 | -2.04 | -2.02 | -2.00 | -1.97 | -1.95 | -1.93 | -1.91 | -1.89 | -1.87 | -1.85 | -1.83 | -1.81 | -1.79 | -1.77 | -1.75 | -1.73 | -1.71 | -1.69 | -1.67 | -1.65 | -1.63 | -1.61 | -1.59 | -1.57 | -1.55 | -1.53 | -1.51 | -1.49 | -1.46 | -1.44 | -1.42 | -1.40 | -1.38 | -1.36 | -1.33 | -1.31 | -1.29 | -1.26 | -1.24 | -1.22 | -1.19 | -1.17 | -1.14 | -1.11 | -1.08 | -1.06 | -1.03 | -1.00 | -0.97 | -0.93 | -0.90 | -0.87 | -0.83 | -0.79 | -0.75 | -0.70 | -0.66 | -0.61 | -0.55 | -0.49 | -0.41 | -0.33 | -0.23 | -0.09 | 0.13 | 151 |
| 14 | -3.426034 | -3.202175 | -3.060143 | -2.953298 | -2.87 | -2.79 | -2.73 | -2.67 | -2.62 | -2.57 | -2.52 | -2.48 | -2.44 | -2.40 | -2.37 | -2.33 | -2.30 | -2.27 | -2.24 | -2.21 | -2.18 | -2.15 | -2.12 | -2.1 | -2.07 | -2.04 | -2.02 | -1.99 | -1.97 | -1.95 | -1.92 | -1.90 | -1.88 | -1.85 | -1.83 | -1.81 | -1.79 | -1.77 | -1.75 | -1.72 | -1.70 | -1.68 | -1.66 | -1.64 | -1.62 | -1.60 | -1.58 | -1.56 | -1.54 | -1.52 | -1.50 | -1.47 | -1.45 | -1.43 | -1.41 | -1.39 | -1.37 | -1.35 | -1.33 | -1.31 | -1.29 | -1.26 | -1.24 | -1.22 | -1.20 | -1.18 | -1.15 | -1.13 | -1.11 | -1.08 | -1.06 | -1.04 | -1.01 | -0.99 | -0.96 | -0.94 | -0.91 | -0.88 | -0.85 | -0.82 | -0.79 | -0.76 | -0.73 | -0.70 | -0.66 | -0.63 | -0.59 | -0.55 | -0.51 | -0.46 | -0.41 | -0.36 | -0.30 | -0.24 | -0.16 | -0.08 | 0.03 | 0.17 | 0.39 | 136 |
| 15 | -3.249171 | -3.021479 | -2.877016 | -2.768342 | -2.68 | -2.60 | -2.54 | -2.48 | -2.43 | -2.38 | -2.33 | -2.29 | -2.25 | -2.21 | -2.17 | -2.14 | -2.10 | -2.07 | -2.04 | -2.01 | -1.98 | -1.95 | -1.92 | -1.9 | -1.87 | -1.84 | -1.82 | -1.79 | -1.77 | -1.74 | -1.72 | -1.70 | -1.67 | -1.65 | -1.63 | -1.61 | -1.58 | -1.56 | -1.54 | -1.52 | -1.50 | -1.47 | -1.45 | -1.43 | -1.41 | -1.39 | -1.37 | -1.35 | -1.33 | -1.31 | -1.29 | -1.26 | -1.24 | -1.22 | -1.20 | -1.18 | -1.16 | -1.14 | -1.12 | -1.09 | -1.07 | -1.05 | -1.03 | -1.01 | -0.98 | -0.96 | -0.94 | -0.92 | -0.89 | -0.87 | -0.84 | -0.82 | -0.79 | -0.77 | -0.74 | -0.72 | -0.69 | -0.66 | -0.63 | -0.60 | -0.57 | -0.54 | -0.51 | -0.48 | -0.44 | -0.40 | -0.37 | -0.32 | -0.28 | -0.24 | -0.19 | -0.13 | -0.07 | -0.01 | 0.07 | 0.16 | 0.26 | 0.41 | 0.64 | 99 |
| 16 | -3.059327 | -2.829994 | -2.684490 | -2.575033 | -2.49 | -2.41 | -2.34 | -2.28 | -2.23 | -2.18 | -2.13 | -2.09 | -2.05 | -2.01 | -1.97 | -1.94 | -1.90 | -1.87 | -1.84 | -1.81 | -1.78 | -1.75 | -1.72 | -1.7 | -1.67 | -1.64 | -1.62 | -1.59 | -1.57 | -1.54 | -1.52 | -1.50 | -1.47 | -1.45 | -1.43 | -1.40 | -1.38 | -1.36 | -1.34 | -1.32 | -1.29 | -1.27 | -1.25 | -1.23 | -1.21 | -1.19 | -1.17 | -1.14 | -1.12 | -1.10 | -1.08 | -1.06 | -1.04 | -1.02 | -1.00 | -0.98 | -0.95 | -0.93 | -0.91 | -0.89 | -0.87 | -0.85 | -0.82 | -0.80 | -0.78 | -0.76 | -0.73 | -0.71 | -0.69 | -0.66 | -0.64 | -0.61 | -0.59 | -0.56 | -0.53 | -0.51 | -0.48 | -0.45 | -0.42 | -0.39 | -0.36 | -0.33 | -0.30 | -0.27 | -0.23 | -0.19 | -0.15 | -0.11 | -0.07 | -0.02 | 0.03 | 0.08 | 0.14 | 0.21 | 0.28 | 0.37 | 0.48 | 0.63 | 0.85 | 91 |
| 17 | -2.862830 | -2.633137 | -2.487404 | -2.377775 | -2.29 | -2.21 | -2.15 | -2.09 | -2.03 | -1.98 | -1.94 | -1.89 | -1.85 | -1.81 | -1.78 | -1.74 | -1.71 | -1.67 | -1.64 | -1.61 | -1.58 | -1.55 | -1.53 | -1.5 | -1.47 | -1.44 | -1.42 | -1.39 | -1.37 | -1.34 | -1.32 | -1.30 | -1.27 | -1.25 | -1.23 | -1.20 | -1.18 | -1.16 | -1.14 | -1.12 | -1.09 | -1.07 | -1.05 | -1.03 | -1.01 | -0.99 | -0.97 | -0.94 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.75 | -0.73 | -0.71 | -0.69 | -0.67 | -0.65 | -0.62 | -0.60 | -0.58 | -0.56 | -0.53 | -0.51 | -0.48 | -0.46 | -0.44 | -0.41 | -0.39 | -0.36 | -0.33 | -0.31 | -0.28 | -0.25 | -0.22 | -0.19 | -0.16 | -0.13 | -0.10 | -0.06 | -0.03 | 0.01 | 0.05 | 0.09 | 0.13 | 0.18 | 0.23 | 0.28 | 0.34 | 0.41 | 0.48 | 0.57 | 0.68 | 0.83 | 1.06 | 146 |
| 18 | -2.665688 | -2.435970 | -2.290221 | -2.180580 | -2.09 | -2.02 | -1.95 | -1.89 | -1.84 | -1.79 | -1.74 | -1.70 | -1.65 | -1.62 | -1.58 | -1.54 | -1.51 | -1.48 | -1.45 | -1.41 | -1.38 | -1.36 | -1.33 | -1.3 | -1.27 | -1.25 | -1.22 | -1.20 | -1.17 | -1.15 | -1.12 | -1.10 | -1.08 | -1.05 | -1.03 | -1.01 | -0.98 | -0.96 | -0.94 | -0.92 | -0.90 | -0.88 | -0.85 | -0.83 | -0.81 | -0.79 | -0.77 | -0.75 | -0.73 | -0.71 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.51 | -0.49 | -0.47 | -0.45 | -0.43 | -0.40 | -0.38 | -0.36 | -0.33 | -0.31 | -0.29 | -0.26 | -0.24 | -0.21 | -0.19 | -0.16 | -0.14 | -0.11 | -0.08 | -0.05 | -0.03 | 0.00 | 0.03 | 0.07 | 0.10 | 0.13 | 0.17 | 0.21 | 0.24 | 0.28 | 0.33 | 0.37 | 0.42 | 0.48 | 0.54 | 0.60 | 0.68 | 0.77 | 0.88 | 1.03 | 1.26 | 154 |
WG: Females
## GAMLSS-RS iteration 1: Global Deviance = 2181.358
## GAMLSS-RS iteration 2: Global Deviance = 2181.343
## GAMLSS-RS iteration 3: Global Deviance = 2181.343| age | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12 | -3.527029 | -3.338879 | -3.219504 | -3.129703 | -3.06 | -2.99 | -2.94 | -2.89 | -2.85 | -2.81 | -2.77 | -2.73 | -2.70 | -2.67 | -2.64 | -2.61 | -2.58 | -2.55 | -2.53 | -2.50 | -2.48 | -2.45 | -2.43 | -2.41 | -2.39 | -2.37 | -2.34 | -2.32 | -2.30 | -2.28 | -2.26 | -2.24 | -2.22 | -2.21 | -2.19 | -2.17 | -2.15 | -2.13 | -2.11 | -2.10 | -2.08 | -2.06 | -2.04 | -2.03 | -2.01 | -1.99 | -1.97 | -1.96 | -1.94 | -1.92 | -1.90 | -1.89 | -1.87 | -1.85 | -1.83 | -1.82 | -1.80 | -1.78 | -1.76 | -1.75 | -1.73 | -1.71 | -1.69 | -1.67 | -1.66 | -1.64 | -1.62 | -1.60 | -1.58 | -1.56 | -1.54 | -1.52 | -1.50 | -1.48 | -1.46 | -1.43 | -1.41 | -1.39 | -1.36 | -1.34 | -1.32 | -1.29 | -1.26 | -1.23 | -1.21 | -1.18 | -1.14 | -1.11 | -1.07 | -1.04 | -1.00 | -0.95 | -0.90 | -0.85 | -0.79 | -0.71 | -0.62 | -0.50 | -0.32 | 228 |
| 13 | -3.374893 | -3.176119 | -3.050003 | -2.955131 | -2.88 | -2.81 | -2.75 | -2.70 | -2.66 | -2.61 | -2.57 | -2.54 | -2.50 | -2.47 | -2.43 | -2.40 | -2.37 | -2.35 | -2.32 | -2.29 | -2.27 | -2.24 | -2.22 | -2.19 | -2.17 | -2.15 | -2.13 | -2.10 | -2.08 | -2.06 | -2.04 | -2.02 | -2.00 | -1.98 | -1.96 | -1.94 | -1.92 | -1.90 | -1.88 | -1.86 | -1.84 | -1.83 | -1.81 | -1.79 | -1.77 | -1.75 | -1.73 | -1.72 | -1.70 | -1.68 | -1.66 | -1.64 | -1.62 | -1.61 | -1.59 | -1.57 | -1.55 | -1.53 | -1.51 | -1.49 | -1.47 | -1.46 | -1.44 | -1.42 | -1.40 | -1.38 | -1.36 | -1.34 | -1.32 | -1.30 | -1.28 | -1.25 | -1.23 | -1.21 | -1.19 | -1.16 | -1.14 | -1.12 | -1.09 | -1.06 | -1.04 | -1.01 | -0.98 | -0.95 | -0.92 | -0.89 | -0.86 | -0.82 | -0.78 | -0.74 | -0.70 | -0.65 | -0.60 | -0.54 | -0.48 | -0.40 | -0.31 | -0.18 | 0.02 | 154 |
| 14 | -3.217995 | -3.009131 | -2.876613 | -2.776925 | -2.70 | -2.63 | -2.57 | -2.51 | -2.46 | -2.42 | -2.38 | -2.34 | -2.30 | -2.26 | -2.23 | -2.20 | -2.17 | -2.14 | -2.11 | -2.08 | -2.05 | -2.03 | -2.00 | -1.98 | -1.95 | -1.93 | -1.91 | -1.88 | -1.86 | -1.84 | -1.82 | -1.79 | -1.77 | -1.75 | -1.73 | -1.71 | -1.69 | -1.67 | -1.65 | -1.63 | -1.61 | -1.59 | -1.57 | -1.55 | -1.53 | -1.51 | -1.49 | -1.47 | -1.45 | -1.44 | -1.42 | -1.40 | -1.38 | -1.36 | -1.34 | -1.32 | -1.30 | -1.28 | -1.26 | -1.24 | -1.22 | -1.20 | -1.18 | -1.16 | -1.14 | -1.12 | -1.10 | -1.08 | -1.06 | -1.03 | -1.01 | -0.99 | -0.97 | -0.94 | -0.92 | -0.89 | -0.87 | -0.84 | -0.82 | -0.79 | -0.76 | -0.73 | -0.70 | -0.67 | -0.64 | -0.61 | -0.57 | -0.54 | -0.50 | -0.45 | -0.41 | -0.36 | -0.30 | -0.24 | -0.18 | -0.09 | 0.01 | 0.14 | 0.35 | 127 |
| 15 | -3.048802 | -2.831216 | -2.693165 | -2.589314 | -2.50 | -2.43 | -2.37 | -2.31 | -2.26 | -2.21 | -2.17 | -2.13 | -2.09 | -2.05 | -2.02 | -1.99 | -1.95 | -1.92 | -1.89 | -1.86 | -1.84 | -1.81 | -1.78 | -1.76 | -1.73 | -1.71 | -1.68 | -1.66 | -1.63 | -1.61 | -1.59 | -1.57 | -1.54 | -1.52 | -1.50 | -1.48 | -1.46 | -1.44 | -1.41 | -1.39 | -1.37 | -1.35 | -1.33 | -1.31 | -1.29 | -1.27 | -1.25 | -1.23 | -1.21 | -1.19 | -1.17 | -1.15 | -1.13 | -1.11 | -1.09 | -1.07 | -1.05 | -1.03 | -1.01 | -0.99 | -0.97 | -0.95 | -0.93 | -0.91 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.77 | -0.75 | -0.73 | -0.70 | -0.68 | -0.65 | -0.63 | -0.60 | -0.58 | -0.55 | -0.52 | -0.49 | -0.46 | -0.43 | -0.40 | -0.36 | -0.33 | -0.29 | -0.25 | -0.21 | -0.17 | -0.12 | -0.07 | -0.01 | 0.05 | 0.12 | 0.21 | 0.31 | 0.45 | 0.66 | 79 |
| 16 | -2.865222 | -2.640640 | -2.498150 | -2.390961 | -2.30 | -2.23 | -2.16 | -2.11 | -2.05 | -2.00 | -1.96 | -1.92 | -1.88 | -1.84 | -1.80 | -1.77 | -1.73 | -1.70 | -1.67 | -1.64 | -1.61 | -1.58 | -1.56 | -1.53 | -1.50 | -1.48 | -1.45 | -1.43 | -1.40 | -1.38 | -1.36 | -1.33 | -1.31 | -1.29 | -1.27 | -1.24 | -1.22 | -1.20 | -1.18 | -1.16 | -1.14 | -1.11 | -1.09 | -1.07 | -1.05 | -1.03 | -1.01 | -0.99 | -0.97 | -0.95 | -0.93 | -0.91 | -0.89 | -0.87 | -0.85 | -0.82 | -0.80 | -0.78 | -0.76 | -0.74 | -0.72 | -0.70 | -0.68 | -0.65 | -0.63 | -0.61 | -0.59 | -0.56 | -0.54 | -0.52 | -0.49 | -0.47 | -0.44 | -0.42 | -0.39 | -0.37 | -0.34 | -0.31 | -0.28 | -0.26 | -0.23 | -0.19 | -0.16 | -0.13 | -0.09 | -0.06 | -0.02 | 0.02 | 0.06 | 0.11 | 0.16 | 0.21 | 0.27 | 0.33 | 0.41 | 0.49 | 0.60 | 0.74 | 0.97 | 79 |
| 17 | -2.671191 | -2.441015 | -2.294975 | -2.185115 | -2.10 | -2.02 | -1.95 | -1.89 | -1.84 | -1.79 | -1.74 | -1.70 | -1.66 | -1.62 | -1.58 | -1.55 | -1.51 | -1.48 | -1.45 | -1.42 | -1.39 | -1.36 | -1.33 | -1.30 | -1.28 | -1.25 | -1.22 | -1.20 | -1.17 | -1.15 | -1.13 | -1.10 | -1.08 | -1.06 | -1.03 | -1.01 | -0.99 | -0.96 | -0.94 | -0.92 | -0.90 | -0.88 | -0.86 | -0.83 | -0.81 | -0.79 | -0.77 | -0.75 | -0.73 | -0.71 | -0.69 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.51 | -0.49 | -0.47 | -0.45 | -0.43 | -0.40 | -0.38 | -0.36 | -0.34 | -0.31 | -0.29 | -0.26 | -0.24 | -0.21 | -0.19 | -0.16 | -0.14 | -0.11 | -0.08 | -0.05 | -0.03 | 0.00 | 0.03 | 0.07 | 0.10 | 0.13 | 0.17 | 0.21 | 0.24 | 0.29 | 0.33 | 0.38 | 0.43 | 0.48 | 0.54 | 0.61 | 0.68 | 0.77 | 0.88 | 1.03 | 1.26 | 124 |
| 18 | -2.472745 | -2.237640 | -2.088474 | -1.976262 | -1.88 | -1.81 | -1.74 | -1.68 | -1.62 | -1.57 | -1.52 | -1.48 | -1.44 | -1.40 | -1.36 | -1.32 | -1.29 | -1.26 | -1.22 | -1.19 | -1.16 | -1.13 | -1.10 | -1.08 | -1.05 | -1.02 | -0.99 | -0.97 | -0.94 | -0.92 | -0.89 | -0.87 | -0.85 | -0.82 | -0.80 | -0.78 | -0.75 | -0.73 | -0.71 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.57 | -0.55 | -0.53 | -0.51 | -0.49 | -0.47 | -0.44 | -0.42 | -0.40 | -0.38 | -0.36 | -0.34 | -0.31 | -0.29 | -0.27 | -0.25 | -0.23 | -0.20 | -0.18 | -0.16 | -0.13 | -0.11 | -0.09 | -0.06 | -0.04 | -0.01 | 0.01 | 0.04 | 0.06 | 0.09 | 0.12 | 0.14 | 0.17 | 0.20 | 0.23 | 0.26 | 0.29 | 0.32 | 0.36 | 0.39 | 0.43 | 0.47 | 0.51 | 0.55 | 0.59 | 0.64 | 0.69 | 0.75 | 0.81 | 0.87 | 0.95 | 1.04 | 1.16 | 1.30 | 1.54 | 149 |
WS: Both Sexes
## GAMLSS-RS iteration 1: Global Deviance = 8692.072
## GAMLSS-RS iteration 2: Global Deviance = 8689.894
## GAMLSS-RS iteration 3: Global Deviance = 8689.891
## GAMLSS-RS iteration 4: Global Deviance = 8689.891
| age | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | -2.4180708 | -2.2351689 | -2.1191235 | -2.0318271 | -1.96 | -1.90 | -1.85 | -1.80 | -1.76 | -1.72 | -1.68 | -1.65 | -1.61 | -1.58 | -1.55 | -1.52 | -1.50 | -1.47 | -1.45 | -1.42 | -1.40 | -1.38 | -1.35 | -1.33 | -1.31 | -1.29 | -1.27 | -1.25 | -1.23 | -1.21 | -1.19 | -1.17 | -1.15 | -1.13 | -1.12 | -1.10 | -1.08 | -1.06 | -1.04 | -1.03 | -1.01 | -0.99 | -0.98 | -0.96 | -0.94 | -0.92 | -0.91 | -0.89 | -0.87 | -0.86 | -0.84 | -0.82 | -0.81 | -0.79 | -0.77 | -0.76 | -0.74 | -0.72 | -0.70 | -0.69 | -0.67 | -0.65 | -0.63 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.52 | -0.51 | -0.49 | -0.47 | -0.45 | -0.43 | -0.40 | -0.38 | -0.36 | -0.34 | -0.32 | -0.29 | -0.27 | -0.24 | -0.22 | -0.19 | -0.16 | -0.13 | -0.10 | -0.07 | -0.03 | 0.00 | 0.04 | 0.09 | 0.13 | 0.19 | 0.25 | 0.32 | 0.40 | 0.52 | 0.70 | 311 |
| 17 | -2.3023132 | -2.1113945 | -1.9902626 | -1.8991399 | -1.83 | -1.76 | -1.71 | -1.66 | -1.61 | -1.57 | -1.53 | -1.50 | -1.46 | -1.43 | -1.40 | -1.37 | -1.34 | -1.31 | -1.29 | -1.26 | -1.24 | -1.21 | -1.19 | -1.17 | -1.15 | -1.12 | -1.10 | -1.08 | -1.06 | -1.04 | -1.02 | -1.00 | -0.98 | -0.96 | -0.94 | -0.92 | -0.91 | -0.89 | -0.87 | -0.85 | -0.83 | -0.81 | -0.80 | -0.78 | -0.76 | -0.74 | -0.73 | -0.71 | -0.69 | -0.67 | -0.66 | -0.64 | -0.62 | -0.60 | -0.59 | -0.57 | -0.55 | -0.53 | -0.51 | -0.50 | -0.48 | -0.46 | -0.44 | -0.42 | -0.40 | -0.38 | -0.36 | -0.35 | -0.33 | -0.31 | -0.29 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.13 | -0.11 | -0.08 | -0.06 | -0.03 | 0.00 | 0.02 | 0.05 | 0.08 | 0.12 | 0.15 | 0.19 | 0.22 | 0.27 | 0.31 | 0.36 | 0.42 | 0.48 | 0.55 | 0.64 | 0.77 | 0.96 | 454 |
| 18 | -2.1874598 | -1.9884914 | -1.8622523 | -1.7672875 | -1.69 | -1.62 | -1.57 | -1.52 | -1.47 | -1.42 | -1.38 | -1.35 | -1.31 | -1.28 | -1.25 | -1.22 | -1.19 | -1.16 | -1.13 | -1.10 | -1.08 | -1.05 | -1.03 | -1.00 | -0.98 | -0.96 | -0.94 | -0.91 | -0.89 | -0.87 | -0.85 | -0.83 | -0.81 | -0.79 | -0.77 | -0.75 | -0.73 | -0.71 | -0.69 | -0.67 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.53 | -0.51 | -0.49 | -0.47 | -0.45 | -0.43 | -0.42 | -0.40 | -0.38 | -0.36 | -0.34 | -0.32 | -0.30 | -0.29 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.06 | -0.04 | -0.02 | 0.00 | 0.03 | 0.05 | 0.07 | 0.10 | 0.12 | 0.15 | 0.18 | 0.21 | 0.24 | 0.27 | 0.30 | 0.33 | 0.37 | 0.41 | 0.45 | 0.49 | 0.54 | 0.59 | 0.65 | 0.71 | 0.79 | 0.88 | 1.01 | 1.21 | 553 |
| 19 | -2.0696375 | -1.8631582 | -1.7321537 | -1.6336041 | -1.55 | -1.49 | -1.43 | -1.37 | -1.32 | -1.28 | -1.24 | -1.20 | -1.16 | -1.13 | -1.09 | -1.06 | -1.03 | -1.00 | -0.97 | -0.95 | -0.92 | -0.89 | -0.87 | -0.84 | -0.82 | -0.79 | -0.77 | -0.75 | -0.73 | -0.70 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.52 | -0.50 | -0.48 | -0.46 | -0.44 | -0.42 | -0.40 | -0.38 | -0.36 | -0.35 | -0.33 | -0.31 | -0.29 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.17 | -0.15 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.13 | 0.16 | 0.18 | 0.20 | 0.23 | 0.25 | 0.28 | 0.30 | 0.33 | 0.36 | 0.39 | 0.42 | 0.45 | 0.48 | 0.51 | 0.55 | 0.58 | 0.62 | 0.66 | 0.71 | 0.76 | 0.81 | 0.87 | 0.94 | 1.02 | 1.12 | 1.25 | 1.45 | 224 |
| 20 | -1.9459523 | -1.7331245 | -1.5980920 | -1.4965124 | -1.41 | -1.34 | -1.28 | -1.23 | -1.18 | -1.13 | -1.09 | -1.05 | -1.01 | -0.97 | -0.94 | -0.91 | -0.87 | -0.84 | -0.82 | -0.79 | -0.76 | -0.73 | -0.71 | -0.68 | -0.66 | -0.63 | -0.61 | -0.58 | -0.56 | -0.54 | -0.52 | -0.49 | -0.47 | -0.45 | -0.43 | -0.41 | -0.39 | -0.37 | -0.35 | -0.33 | -0.31 | -0.29 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.07 | -0.05 | -0.03 | -0.01 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.21 | 0.24 | 0.26 | 0.28 | 0.30 | 0.33 | 0.35 | 0.37 | 0.40 | 0.42 | 0.45 | 0.47 | 0.50 | 0.53 | 0.56 | 0.58 | 0.62 | 0.65 | 0.68 | 0.71 | 0.75 | 0.79 | 0.83 | 0.87 | 0.92 | 0.97 | 1.02 | 1.08 | 1.15 | 1.24 | 1.34 | 1.47 | 1.69 | 208 |
| 21 | -1.8163723 | -1.5986333 | -1.4604849 | -1.3565612 | -1.27 | -1.20 | -1.14 | -1.08 | -1.03 | -0.98 | -0.94 | -0.90 | -0.86 | -0.82 | -0.79 | -0.75 | -0.72 | -0.69 | -0.66 | -0.63 | -0.60 | -0.57 | -0.55 | -0.52 | -0.50 | -0.47 | -0.45 | -0.42 | -0.40 | -0.38 | -0.35 | -0.33 | -0.31 | -0.29 | -0.27 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.08 | 0.10 | 0.12 | 0.14 | 0.16 | 0.18 | 0.20 | 0.22 | 0.24 | 0.26 | 0.29 | 0.31 | 0.33 | 0.35 | 0.37 | 0.39 | 0.42 | 0.44 | 0.46 | 0.48 | 0.51 | 0.53 | 0.56 | 0.58 | 0.61 | 0.63 | 0.66 | 0.69 | 0.71 | 0.74 | 0.77 | 0.80 | 0.84 | 0.87 | 0.90 | 0.94 | 0.98 | 1.02 | 1.07 | 1.11 | 1.16 | 1.22 | 1.28 | 1.36 | 1.44 | 1.54 | 1.68 | 1.90 | 184 |
| 22 | -1.6835316 | -1.4622079 | -1.3217851 | -1.2161505 | -1.13 | -1.06 | -0.99 | -0.94 | -0.88 | -0.84 | -0.79 | -0.75 | -0.71 | -0.67 | -0.64 | -0.60 | -0.57 | -0.54 | -0.51 | -0.48 | -0.45 | -0.42 | -0.39 | -0.37 | -0.34 | -0.32 | -0.29 | -0.27 | -0.24 | -0.22 | -0.20 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.08 | 0.10 | 0.12 | 0.14 | 0.16 | 0.18 | 0.21 | 0.23 | 0.25 | 0.27 | 0.29 | 0.31 | 0.33 | 0.35 | 0.37 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.50 | 0.52 | 0.54 | 0.56 | 0.58 | 0.61 | 0.63 | 0.65 | 0.68 | 0.70 | 0.73 | 0.75 | 0.78 | 0.81 | 0.83 | 0.86 | 0.89 | 0.92 | 0.95 | 0.98 | 1.01 | 1.05 | 1.08 | 1.12 | 1.16 | 1.20 | 1.25 | 1.29 | 1.35 | 1.40 | 1.47 | 1.54 | 1.63 | 1.73 | 1.87 | 2.09 | 197 |
| 23 | -1.5519993 | -1.3280394 | -1.1859441 | -1.0790512 | -0.99 | -0.92 | -0.85 | -0.80 | -0.74 | -0.69 | -0.65 | -0.61 | -0.57 | -0.53 | -0.49 | -0.46 | -0.42 | -0.39 | -0.36 | -0.33 | -0.30 | -0.28 | -0.25 | -0.22 | -0.19 | -0.17 | -0.14 | -0.12 | -0.10 | -0.07 | -0.05 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.09 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.21 | 0.24 | 0.26 | 0.28 | 0.30 | 0.32 | 0.34 | 0.36 | 0.38 | 0.40 | 0.42 | 0.44 | 0.46 | 0.48 | 0.50 | 0.53 | 0.55 | 0.57 | 0.59 | 0.61 | 0.63 | 0.65 | 0.68 | 0.70 | 0.72 | 0.74 | 0.77 | 0.79 | 0.81 | 0.84 | 0.86 | 0.89 | 0.91 | 0.94 | 0.97 | 0.99 | 1.02 | 1.05 | 1.08 | 1.11 | 1.14 | 1.18 | 1.21 | 1.25 | 1.28 | 1.32 | 1.37 | 1.41 | 1.46 | 1.51 | 1.57 | 1.64 | 1.71 | 1.80 | 1.90 | 2.05 | 2.27 | 264 |
| 24 | -1.4259092 | -1.1997669 | -1.0562869 | -0.9483524 | -0.86 | -0.79 | -0.72 | -0.66 | -0.61 | -0.56 | -0.51 | -0.47 | -0.43 | -0.39 | -0.36 | -0.32 | -0.29 | -0.26 | -0.22 | -0.19 | -0.17 | -0.14 | -0.11 | -0.08 | -0.06 | -0.03 | 0.00 | 0.02 | 0.04 | 0.07 | 0.09 | 0.12 | 0.14 | 0.16 | 0.18 | 0.21 | 0.23 | 0.25 | 0.27 | 0.29 | 0.32 | 0.34 | 0.36 | 0.38 | 0.40 | 0.42 | 0.44 | 0.46 | 0.48 | 0.50 | 0.52 | 0.55 | 0.57 | 0.59 | 0.61 | 0.63 | 0.65 | 0.67 | 0.69 | 0.71 | 0.74 | 0.76 | 0.78 | 0.80 | 0.82 | 0.85 | 0.87 | 0.89 | 0.92 | 0.94 | 0.96 | 0.99 | 1.01 | 1.04 | 1.06 | 1.09 | 1.12 | 1.14 | 1.17 | 1.20 | 1.23 | 1.26 | 1.30 | 1.33 | 1.36 | 1.40 | 1.44 | 1.48 | 1.52 | 1.57 | 1.62 | 1.67 | 1.73 | 1.79 | 1.87 | 1.96 | 2.06 | 2.21 | 2.43 | 431 |
| 25 | -1.3047855 | -1.0766539 | -0.9319118 | -0.8230279 | -0.73 | -0.66 | -0.59 | -0.53 | -0.48 | -0.43 | -0.38 | -0.34 | -0.30 | -0.26 | -0.23 | -0.19 | -0.16 | -0.12 | -0.09 | -0.06 | -0.03 | 0.00 | 0.02 | 0.05 | 0.08 | 0.10 | 0.13 | 0.15 | 0.18 | 0.20 | 0.23 | 0.25 | 0.27 | 0.30 | 0.32 | 0.34 | 0.36 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.52 | 0.54 | 0.56 | 0.58 | 0.60 | 0.62 | 0.64 | 0.66 | 0.68 | 0.71 | 0.73 | 0.75 | 0.77 | 0.79 | 0.81 | 0.83 | 0.85 | 0.88 | 0.90 | 0.92 | 0.94 | 0.96 | 0.99 | 1.01 | 1.03 | 1.06 | 1.08 | 1.11 | 1.13 | 1.15 | 1.18 | 1.21 | 1.23 | 1.26 | 1.29 | 1.32 | 1.35 | 1.38 | 1.41 | 1.44 | 1.47 | 1.51 | 1.55 | 1.58 | 1.63 | 1.67 | 1.71 | 1.76 | 1.82 | 1.88 | 1.94 | 2.02 | 2.11 | 2.22 | 2.36 | 2.59 | 253 |
| 26 | -1.1819575 | -0.9523128 | -0.8066106 | -0.6970045 | -0.61 | -0.53 | -0.47 | -0.41 | -0.35 | -0.30 | -0.26 | -0.21 | -0.17 | -0.13 | -0.10 | -0.06 | -0.03 | 0.01 | 0.04 | 0.07 | 0.10 | 0.13 | 0.16 | 0.18 | 0.21 | 0.24 | 0.26 | 0.29 | 0.31 | 0.34 | 0.36 | 0.38 | 0.41 | 0.43 | 0.45 | 0.48 | 0.50 | 0.52 | 0.54 | 0.56 | 0.59 | 0.61 | 0.63 | 0.65 | 0.67 | 0.69 | 0.71 | 0.74 | 0.76 | 0.78 | 0.80 | 0.82 | 0.84 | 0.86 | 0.88 | 0.91 | 0.93 | 0.95 | 0.97 | 0.99 | 1.01 | 1.04 | 1.06 | 1.08 | 1.10 | 1.13 | 1.15 | 1.17 | 1.20 | 1.22 | 1.24 | 1.27 | 1.29 | 1.32 | 1.35 | 1.37 | 1.40 | 1.43 | 1.46 | 1.49 | 1.52 | 1.55 | 1.58 | 1.62 | 1.65 | 1.69 | 1.73 | 1.77 | 1.81 | 1.86 | 1.91 | 1.96 | 2.02 | 2.09 | 2.16 | 2.25 | 2.36 | 2.51 | 2.74 | 239 |
| 27 | -1.0502211 | -0.8198383 | -0.6736678 | -0.5637095 | -0.47 | -0.40 | -0.33 | -0.27 | -0.22 | -0.17 | -0.12 | -0.08 | -0.04 | 0.00 | 0.04 | 0.08 | 0.11 | 0.14 | 0.17 | 0.20 | 0.23 | 0.26 | 0.29 | 0.32 | 0.35 | 0.37 | 0.40 | 0.42 | 0.45 | 0.47 | 0.50 | 0.52 | 0.54 | 0.57 | 0.59 | 0.61 | 0.64 | 0.66 | 0.68 | 0.70 | 0.72 | 0.75 | 0.77 | 0.79 | 0.81 | 0.83 | 0.85 | 0.87 | 0.89 | 0.92 | 0.94 | 0.96 | 0.98 | 1.00 | 1.02 | 1.04 | 1.06 | 1.09 | 1.11 | 1.13 | 1.15 | 1.17 | 1.20 | 1.22 | 1.24 | 1.26 | 1.29 | 1.31 | 1.33 | 1.36 | 1.38 | 1.41 | 1.43 | 1.46 | 1.49 | 1.51 | 1.54 | 1.57 | 1.60 | 1.63 | 1.66 | 1.69 | 1.72 | 1.76 | 1.79 | 1.83 | 1.87 | 1.91 | 1.95 | 2.00 | 2.05 | 2.10 | 2.16 | 2.23 | 2.31 | 2.40 | 2.51 | 2.65 | 2.88 | 256 |
| 28 | -0.9079087 | -0.6773698 | -0.5311003 | -0.4210674 | -0.33 | -0.26 | -0.19 | -0.13 | -0.07 | -0.02 | 0.02 | 0.07 | 0.11 | 0.15 | 0.18 | 0.22 | 0.25 | 0.29 | 0.32 | 0.35 | 0.38 | 0.41 | 0.43 | 0.46 | 0.49 | 0.52 | 0.54 | 0.57 | 0.59 | 0.62 | 0.64 | 0.66 | 0.69 | 0.71 | 0.73 | 0.76 | 0.78 | 0.80 | 0.82 | 0.85 | 0.87 | 0.89 | 0.91 | 0.93 | 0.95 | 0.97 | 1.00 | 1.02 | 1.04 | 1.06 | 1.08 | 1.10 | 1.12 | 1.14 | 1.17 | 1.19 | 1.21 | 1.23 | 1.25 | 1.27 | 1.30 | 1.32 | 1.34 | 1.36 | 1.39 | 1.41 | 1.43 | 1.46 | 1.48 | 1.50 | 1.53 | 1.55 | 1.58 | 1.60 | 1.63 | 1.66 | 1.68 | 1.71 | 1.74 | 1.77 | 1.80 | 1.83 | 1.87 | 1.90 | 1.94 | 1.97 | 2.01 | 2.05 | 2.10 | 2.14 | 2.19 | 2.25 | 2.31 | 2.37 | 2.45 | 2.54 | 2.65 | 2.80 | 3.03 | 205 |
| 29 | -0.7582007 | -0.5276607 | -0.3813905 | -0.2713571 | -0.18 | -0.11 | -0.04 | 0.02 | 0.08 | 0.13 | 0.17 | 0.22 | 0.26 | 0.30 | 0.33 | 0.37 | 0.40 | 0.44 | 0.47 | 0.50 | 0.53 | 0.56 | 0.58 | 0.61 | 0.64 | 0.67 | 0.69 | 0.72 | 0.74 | 0.77 | 0.79 | 0.81 | 0.84 | 0.86 | 0.88 | 0.91 | 0.93 | 0.95 | 0.97 | 0.99 | 1.02 | 1.04 | 1.06 | 1.08 | 1.10 | 1.12 | 1.15 | 1.17 | 1.19 | 1.21 | 1.23 | 1.25 | 1.27 | 1.29 | 1.32 | 1.34 | 1.36 | 1.38 | 1.40 | 1.42 | 1.45 | 1.47 | 1.49 | 1.51 | 1.54 | 1.56 | 1.58 | 1.60 | 1.63 | 1.65 | 1.68 | 1.70 | 1.73 | 1.75 | 1.78 | 1.81 | 1.83 | 1.86 | 1.89 | 1.92 | 1.95 | 1.98 | 2.02 | 2.05 | 2.09 | 2.12 | 2.16 | 2.20 | 2.25 | 2.29 | 2.34 | 2.40 | 2.46 | 2.52 | 2.60 | 2.69 | 2.80 | 2.95 | 3.18 | 248 |
| 30 | -0.6046342 | -0.3740942 | -0.2278239 | -0.1177905 | -0.03 | 0.05 | 0.11 | 0.17 | 0.23 | 0.28 | 0.33 | 0.37 | 0.41 | 0.45 | 0.49 | 0.52 | 0.56 | 0.59 | 0.62 | 0.65 | 0.68 | 0.71 | 0.74 | 0.77 | 0.79 | 0.82 | 0.84 | 0.87 | 0.89 | 0.92 | 0.94 | 0.97 | 0.99 | 1.01 | 1.04 | 1.06 | 1.08 | 1.10 | 1.13 | 1.15 | 1.17 | 1.19 | 1.21 | 1.24 | 1.26 | 1.28 | 1.30 | 1.32 | 1.34 | 1.36 | 1.38 | 1.41 | 1.43 | 1.45 | 1.47 | 1.49 | 1.51 | 1.53 | 1.56 | 1.58 | 1.60 | 1.62 | 1.64 | 1.67 | 1.69 | 1.71 | 1.73 | 1.76 | 1.78 | 1.81 | 1.83 | 1.86 | 1.88 | 1.91 | 1.93 | 1.96 | 1.99 | 2.02 | 2.04 | 2.07 | 2.11 | 2.14 | 2.17 | 2.20 | 2.24 | 2.28 | 2.32 | 2.36 | 2.40 | 2.45 | 2.50 | 2.55 | 2.61 | 2.68 | 2.75 | 2.84 | 2.95 | 3.10 | 3.33 | 335 |
| 31 | -0.4510676 | -0.2205276 | -0.0742574 | 0.0357760 | 0.13 | 0.20 | 0.27 | 0.33 | 0.38 | 0.43 | 0.48 | 0.52 | 0.56 | 0.60 | 0.64 | 0.68 | 0.71 | 0.74 | 0.77 | 0.80 | 0.83 | 0.86 | 0.89 | 0.92 | 0.95 | 0.97 | 1.00 | 1.02 | 1.05 | 1.07 | 1.10 | 1.12 | 1.14 | 1.17 | 1.19 | 1.21 | 1.24 | 1.26 | 1.28 | 1.30 | 1.32 | 1.35 | 1.37 | 1.39 | 1.41 | 1.43 | 1.45 | 1.47 | 1.50 | 1.52 | 1.54 | 1.56 | 1.58 | 1.60 | 1.62 | 1.64 | 1.67 | 1.69 | 1.71 | 1.73 | 1.75 | 1.77 | 1.80 | 1.82 | 1.84 | 1.87 | 1.89 | 1.91 | 1.94 | 1.96 | 1.98 | 2.01 | 2.03 | 2.06 | 2.09 | 2.11 | 2.14 | 2.17 | 2.20 | 2.23 | 2.26 | 2.29 | 2.32 | 2.36 | 2.39 | 2.43 | 2.47 | 2.51 | 2.55 | 2.60 | 2.65 | 2.70 | 2.76 | 2.83 | 2.91 | 3.00 | 3.11 | 3.25 | 3.48 | NA |
| 32 | -0.2975010 | -0.0669610 | 0.0793092 | 0.1893426 | 0.28 | 0.36 | 0.42 | 0.48 | 0.54 | 0.59 | 0.63 | 0.68 | 0.72 | 0.76 | 0.79 | 0.83 | 0.86 | 0.90 | 0.93 | 0.96 | 0.99 | 1.02 | 1.05 | 1.07 | 1.10 | 1.13 | 1.15 | 1.18 | 1.20 | 1.23 | 1.25 | 1.27 | 1.30 | 1.32 | 1.34 | 1.37 | 1.39 | 1.41 | 1.43 | 1.46 | 1.48 | 1.50 | 1.52 | 1.54 | 1.56 | 1.58 | 1.61 | 1.63 | 1.65 | 1.67 | 1.69 | 1.71 | 1.73 | 1.75 | 1.78 | 1.80 | 1.82 | 1.84 | 1.86 | 1.88 | 1.91 | 1.93 | 1.95 | 1.97 | 2.00 | 2.02 | 2.04 | 2.07 | 2.09 | 2.11 | 2.14 | 2.16 | 2.19 | 2.21 | 2.24 | 2.27 | 2.29 | 2.32 | 2.35 | 2.38 | 2.41 | 2.44 | 2.48 | 2.51 | 2.55 | 2.58 | 2.62 | 2.66 | 2.71 | 2.75 | 2.80 | 2.86 | 2.92 | 2.98 | 3.06 | 3.15 | 3.26 | 3.41 | 3.64 | NA |
| 33 | -0.1439345 | 0.0866055 | 0.2328758 | 0.3429092 | 0.43 | 0.51 | 0.58 | 0.64 | 0.69 | 0.74 | 0.79 | 0.83 | 0.87 | 0.91 | 0.95 | 0.98 | 1.02 | 1.05 | 1.08 | 1.11 | 1.14 | 1.17 | 1.20 | 1.23 | 1.25 | 1.28 | 1.31 | 1.33 | 1.36 | 1.38 | 1.40 | 1.43 | 1.45 | 1.47 | 1.50 | 1.52 | 1.54 | 1.57 | 1.59 | 1.61 | 1.63 | 1.65 | 1.67 | 1.70 | 1.72 | 1.74 | 1.76 | 1.78 | 1.80 | 1.82 | 1.84 | 1.87 | 1.89 | 1.91 | 1.93 | 1.95 | 1.97 | 1.99 | 2.02 | 2.04 | 2.06 | 2.08 | 2.10 | 2.13 | 2.15 | 2.17 | 2.20 | 2.22 | 2.24 | 2.27 | 2.29 | 2.32 | 2.34 | 2.37 | 2.39 | 2.42 | 2.45 | 2.48 | 2.51 | 2.54 | 2.57 | 2.60 | 2.63 | 2.66 | 2.70 | 2.74 | 2.78 | 2.82 | 2.86 | 2.91 | 2.96 | 3.01 | 3.07 | 3.14 | 3.21 | 3.30 | 3.41 | 3.56 | 3.79 | NA |
| 34 | 0.0096321 | 0.2401721 | 0.3864423 | 0.4964757 | 0.59 | 0.66 | 0.73 | 0.79 | 0.84 | 0.89 | 0.94 | 0.98 | 1.02 | 1.06 | 1.10 | 1.14 | 1.17 | 1.20 | 1.23 | 1.27 | 1.30 | 1.32 | 1.35 | 1.38 | 1.41 | 1.43 | 1.46 | 1.48 | 1.51 | 1.53 | 1.56 | 1.58 | 1.61 | 1.63 | 1.65 | 1.67 | 1.70 | 1.72 | 1.74 | 1.76 | 1.78 | 1.81 | 1.83 | 1.85 | 1.87 | 1.89 | 1.91 | 1.93 | 1.96 | 1.98 | 2.00 | 2.02 | 2.04 | 2.06 | 2.08 | 2.10 | 2.13 | 2.15 | 2.17 | 2.19 | 2.21 | 2.24 | 2.26 | 2.28 | 2.30 | 2.33 | 2.35 | 2.37 | 2.40 | 2.42 | 2.45 | 2.47 | 2.50 | 2.52 | 2.55 | 2.57 | 2.60 | 2.63 | 2.66 | 2.69 | 2.72 | 2.75 | 2.78 | 2.82 | 2.85 | 2.89 | 2.93 | 2.97 | 3.01 | 3.06 | 3.11 | 3.17 | 3.23 | 3.29 | 3.37 | 3.46 | 3.57 | 3.71 | 3.94 | NA |
| 35 | 0.1631986 | 0.3937386 | 0.5400089 | 0.6500423 | 0.74 | 0.82 | 0.88 | 0.94 | 1.00 | 1.05 | 1.09 | 1.14 | 1.18 | 1.22 | 1.25 | 1.29 | 1.32 | 1.36 | 1.39 | 1.42 | 1.45 | 1.48 | 1.51 | 1.53 | 1.56 | 1.59 | 1.61 | 1.64 | 1.66 | 1.69 | 1.71 | 1.74 | 1.76 | 1.78 | 1.80 | 1.83 | 1.85 | 1.87 | 1.89 | 1.92 | 1.94 | 1.96 | 1.98 | 2.00 | 2.02 | 2.05 | 2.07 | 2.09 | 2.11 | 2.13 | 2.15 | 2.17 | 2.19 | 2.22 | 2.24 | 2.26 | 2.28 | 2.30 | 2.32 | 2.34 | 2.37 | 2.39 | 2.41 | 2.43 | 2.46 | 2.48 | 2.50 | 2.53 | 2.55 | 2.57 | 2.60 | 2.62 | 2.65 | 2.67 | 2.70 | 2.73 | 2.76 | 2.78 | 2.81 | 2.84 | 2.87 | 2.90 | 2.94 | 2.97 | 3.01 | 3.04 | 3.08 | 3.12 | 3.17 | 3.21 | 3.26 | 3.32 | 3.38 | 3.45 | 3.52 | 3.61 | 3.72 | 3.87 | 4.10 | NA |
| 36 | 0.3167652 | 0.5473052 | 0.6935754 | 0.8036088 | 0.89 | 0.97 | 1.04 | 1.10 | 1.15 | 1.20 | 1.25 | 1.29 | 1.33 | 1.37 | 1.41 | 1.44 | 1.48 | 1.51 | 1.54 | 1.57 | 1.60 | 1.63 | 1.66 | 1.69 | 1.71 | 1.74 | 1.77 | 1.79 | 1.82 | 1.84 | 1.86 | 1.89 | 1.91 | 1.94 | 1.96 | 1.98 | 2.00 | 2.03 | 2.05 | 2.07 | 2.09 | 2.11 | 2.14 | 2.16 | 2.18 | 2.20 | 2.22 | 2.24 | 2.26 | 2.28 | 2.31 | 2.33 | 2.35 | 2.37 | 2.39 | 2.41 | 2.43 | 2.45 | 2.48 | 2.50 | 2.52 | 2.54 | 2.56 | 2.59 | 2.61 | 2.63 | 2.66 | 2.68 | 2.70 | 2.73 | 2.75 | 2.78 | 2.80 | 2.83 | 2.85 | 2.88 | 2.91 | 2.94 | 2.97 | 3.00 | 3.03 | 3.06 | 3.09 | 3.13 | 3.16 | 3.20 | 3.24 | 3.28 | 3.32 | 3.37 | 3.42 | 3.47 | 3.53 | 3.60 | 3.68 | 3.76 | 3.87 | 4.02 | 4.25 | NA |
WS: Males
## GAMLSS-RS iteration 1: Global Deviance = 4566.97
## GAMLSS-RS iteration 2: Global Deviance = 4565.456
## GAMLSS-RS iteration 3: Global Deviance = 4565.453
## GAMLSS-RS iteration 4: Global Deviance = 4565.453| age | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | -2.5557216 | -2.3685922 | -2.2498646 | -2.1605505 | -2.09 | -2.03 | -1.97 | -1.92 | -1.88 | -1.84 | -1.80 | -1.77 | -1.73 | -1.70 | -1.67 | -1.64 | -1.61 | -1.59 | -1.56 | -1.54 | -1.51 | -1.49 | -1.47 | -1.44 | -1.42 | -1.40 | -1.38 | -1.36 | -1.34 | -1.32 | -1.30 | -1.28 | -1.26 | -1.24 | -1.22 | -1.20 | -1.19 | -1.17 | -1.15 | -1.13 | -1.11 | -1.10 | -1.08 | -1.06 | -1.05 | -1.03 | -1.01 | -0.99 | -0.98 | -0.96 | -0.94 | -0.92 | -0.91 | -0.89 | -0.87 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.77 | -0.75 | -0.73 | -0.71 | -0.69 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.52 | -0.50 | -0.47 | -0.45 | -0.43 | -0.41 | -0.38 | -0.36 | -0.33 | -0.30 | -0.28 | -0.25 | -0.22 | -0.19 | -0.15 | -0.12 | -0.08 | -0.04 | 0.01 | 0.05 | 0.11 | 0.17 | 0.24 | 0.33 | 0.45 | 0.64 | 73 |
| 17 | -2.4241570 | -2.2315285 | -2.1093120 | -2.0173732 | -1.94 | -1.88 | -1.82 | -1.77 | -1.73 | -1.69 | -1.65 | -1.61 | -1.58 | -1.54 | -1.51 | -1.48 | -1.45 | -1.43 | -1.40 | -1.37 | -1.35 | -1.33 | -1.30 | -1.28 | -1.26 | -1.23 | -1.21 | -1.19 | -1.17 | -1.15 | -1.13 | -1.11 | -1.09 | -1.07 | -1.05 | -1.03 | -1.01 | -1.00 | -0.98 | -0.96 | -0.94 | -0.92 | -0.90 | -0.89 | -0.87 | -0.85 | -0.83 | -0.82 | -0.80 | -0.78 | -0.76 | -0.74 | -0.73 | -0.71 | -0.69 | -0.67 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.55 | -0.53 | -0.51 | -0.49 | -0.47 | -0.45 | -0.43 | -0.41 | -0.39 | -0.37 | -0.35 | -0.33 | -0.30 | -0.28 | -0.26 | -0.23 | -0.21 | -0.19 | -0.16 | -0.13 | -0.11 | -0.08 | -0.05 | -0.02 | 0.02 | 0.05 | 0.09 | 0.13 | 0.17 | 0.21 | 0.26 | 0.32 | 0.38 | 0.46 | 0.55 | 0.67 | 0.86 | 95 |
| 18 | -2.2945611 | -2.0962856 | -1.9704861 | -1.8758521 | -1.80 | -1.73 | -1.68 | -1.62 | -1.58 | -1.53 | -1.49 | -1.46 | -1.42 | -1.39 | -1.36 | -1.33 | -1.30 | -1.27 | -1.24 | -1.21 | -1.19 | -1.16 | -1.14 | -1.12 | -1.09 | -1.07 | -1.05 | -1.03 | -1.00 | -0.98 | -0.96 | -0.94 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.81 | -0.79 | -0.77 | -0.75 | -0.73 | -0.71 | -0.69 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.57 | -0.55 | -0.53 | -0.51 | -0.49 | -0.47 | -0.46 | -0.44 | -0.42 | -0.40 | -0.38 | -0.36 | -0.34 | -0.32 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.13 | -0.11 | -0.09 | -0.07 | -0.04 | -0.02 | 0.01 | 0.04 | 0.06 | 0.09 | 0.12 | 0.15 | 0.18 | 0.22 | 0.25 | 0.29 | 0.33 | 0.37 | 0.42 | 0.47 | 0.53 | 0.59 | 0.67 | 0.77 | 0.89 | 1.09 | 133 |
| 19 | -2.1660133 | -1.9621301 | -1.8327728 | -1.7354623 | -1.66 | -1.59 | -1.53 | -1.48 | -1.43 | -1.38 | -1.34 | -1.30 | -1.27 | -1.23 | -1.20 | -1.17 | -1.14 | -1.11 | -1.08 | -1.06 | -1.03 | -1.00 | -0.98 | -0.95 | -0.93 | -0.91 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.76 | -0.73 | -0.71 | -0.69 | -0.67 | -0.65 | -0.63 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.52 | -0.50 | -0.48 | -0.46 | -0.44 | -0.43 | -0.41 | -0.39 | -0.37 | -0.35 | -0.33 | -0.31 | -0.29 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.03 | -0.01 | 0.01 | 0.03 | 0.06 | 0.08 | 0.10 | 0.13 | 0.15 | 0.18 | 0.20 | 0.23 | 0.26 | 0.29 | 0.32 | 0.35 | 0.38 | 0.42 | 0.45 | 0.49 | 0.53 | 0.58 | 0.62 | 0.68 | 0.74 | 0.80 | 0.88 | 0.98 | 1.11 | 1.31 | 104 |
| 20 | -2.0376223 | -1.8284451 | -1.6957289 | -1.5958917 | -1.51 | -1.45 | -1.38 | -1.33 | -1.28 | -1.24 | -1.19 | -1.15 | -1.12 | -1.08 | -1.05 | -1.02 | -0.98 | -0.95 | -0.93 | -0.90 | -0.87 | -0.85 | -0.82 | -0.79 | -0.77 | -0.75 | -0.72 | -0.70 | -0.68 | -0.65 | -0.63 | -0.61 | -0.59 | -0.57 | -0.55 | -0.53 | -0.51 | -0.49 | -0.47 | -0.45 | -0.43 | -0.41 | -0.39 | -0.37 | -0.35 | -0.33 | -0.31 | -0.29 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.18 | -0.16 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.09 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.22 | 0.24 | 0.27 | 0.29 | 0.31 | 0.34 | 0.37 | 0.39 | 0.42 | 0.45 | 0.48 | 0.51 | 0.54 | 0.58 | 0.61 | 0.65 | 0.69 | 0.73 | 0.78 | 0.83 | 0.88 | 0.94 | 1.01 | 1.09 | 1.19 | 1.32 | 1.53 | 103 |
| 21 | -1.9099985 | -1.6959802 | -1.5601925 | -1.4580447 | -1.37 | -1.30 | -1.24 | -1.19 | -1.14 | -1.09 | -1.05 | -1.01 | -0.97 | -0.93 | -0.90 | -0.86 | -0.83 | -0.80 | -0.77 | -0.74 | -0.72 | -0.69 | -0.66 | -0.64 | -0.61 | -0.59 | -0.56 | -0.54 | -0.52 | -0.50 | -0.47 | -0.45 | -0.43 | -0.41 | -0.39 | -0.37 | -0.34 | -0.32 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.03 | 0.05 | 0.07 | 0.10 | 0.12 | 0.14 | 0.16 | 0.18 | 0.20 | 0.22 | 0.24 | 0.26 | 0.28 | 0.31 | 0.33 | 0.35 | 0.37 | 0.40 | 0.42 | 0.45 | 0.47 | 0.50 | 0.52 | 0.55 | 0.58 | 0.61 | 0.64 | 0.67 | 0.70 | 0.73 | 0.76 | 0.80 | 0.84 | 0.88 | 0.92 | 0.97 | 1.02 | 1.08 | 1.14 | 1.21 | 1.29 | 1.39 | 1.53 | 1.74 | 93 |
| 22 | -1.7858642 | -1.5673601 | -1.4287263 | -1.3244375 | -1.24 | -1.17 | -1.10 | -1.05 | -1.00 | -0.95 | -0.90 | -0.86 | -0.82 | -0.79 | -0.75 | -0.72 | -0.69 | -0.65 | -0.62 | -0.60 | -0.57 | -0.54 | -0.51 | -0.49 | -0.46 | -0.44 | -0.41 | -0.39 | -0.36 | -0.34 | -0.32 | -0.30 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.17 | -0.15 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.08 | 0.10 | 0.12 | 0.14 | 0.16 | 0.18 | 0.20 | 0.22 | 0.24 | 0.26 | 0.28 | 0.30 | 0.32 | 0.34 | 0.37 | 0.39 | 0.41 | 0.43 | 0.45 | 0.48 | 0.50 | 0.52 | 0.55 | 0.57 | 0.59 | 0.62 | 0.64 | 0.67 | 0.70 | 0.73 | 0.75 | 0.78 | 0.81 | 0.84 | 0.88 | 0.91 | 0.94 | 0.98 | 1.02 | 1.06 | 1.11 | 1.15 | 1.21 | 1.26 | 1.33 | 1.40 | 1.48 | 1.59 | 1.73 | 1.94 | 89 |
| 23 | -1.6676312 | -1.4448991 | -1.3035827 | -1.1972759 | -1.11 | -1.04 | -0.97 | -0.91 | -0.86 | -0.81 | -0.77 | -0.73 | -0.69 | -0.65 | -0.61 | -0.58 | -0.55 | -0.51 | -0.48 | -0.45 | -0.43 | -0.40 | -0.37 | -0.34 | -0.32 | -0.29 | -0.27 | -0.24 | -0.22 | -0.20 | -0.17 | -0.15 | -0.13 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.27 | 0.29 | 0.32 | 0.34 | 0.36 | 0.38 | 0.40 | 0.42 | 0.44 | 0.46 | 0.48 | 0.50 | 0.53 | 0.55 | 0.57 | 0.59 | 0.62 | 0.64 | 0.66 | 0.69 | 0.71 | 0.73 | 0.76 | 0.78 | 0.81 | 0.84 | 0.86 | 0.89 | 0.92 | 0.95 | 0.98 | 1.01 | 1.05 | 1.08 | 1.12 | 1.15 | 1.19 | 1.24 | 1.28 | 1.33 | 1.38 | 1.44 | 1.50 | 1.58 | 1.66 | 1.77 | 1.91 | 2.13 | 133 |
| 24 | -1.5560379 | -1.3292635 | -1.1853824 | -1.0771463 | -0.99 | -0.91 | -0.85 | -0.79 | -0.74 | -0.69 | -0.64 | -0.60 | -0.56 | -0.52 | -0.48 | -0.45 | -0.41 | -0.38 | -0.35 | -0.32 | -0.29 | -0.26 | -0.24 | -0.21 | -0.18 | -0.16 | -0.13 | -0.11 | -0.08 | -0.06 | -0.03 | -0.01 | 0.01 | 0.04 | 0.06 | 0.08 | 0.10 | 0.13 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.27 | 0.30 | 0.32 | 0.34 | 0.36 | 0.38 | 0.40 | 0.42 | 0.44 | 0.46 | 0.48 | 0.50 | 0.53 | 0.55 | 0.57 | 0.59 | 0.61 | 0.63 | 0.66 | 0.68 | 0.70 | 0.72 | 0.75 | 0.77 | 0.79 | 0.82 | 0.84 | 0.86 | 0.89 | 0.91 | 0.94 | 0.97 | 0.99 | 1.02 | 1.05 | 1.08 | 1.11 | 1.14 | 1.17 | 1.21 | 1.24 | 1.28 | 1.32 | 1.36 | 1.40 | 1.45 | 1.49 | 1.55 | 1.61 | 1.67 | 1.75 | 1.84 | 1.94 | 2.09 | 2.31 | 239 |
| 25 | -1.4505847 | -1.2197585 | -1.0733067 | -0.9631367 | -0.87 | -0.80 | -0.73 | -0.67 | -0.62 | -0.57 | -0.52 | -0.48 | -0.43 | -0.40 | -0.36 | -0.32 | -0.29 | -0.26 | -0.22 | -0.19 | -0.16 | -0.13 | -0.11 | -0.08 | -0.05 | -0.03 | 0.00 | 0.03 | 0.05 | 0.08 | 0.10 | 0.12 | 0.15 | 0.17 | 0.19 | 0.22 | 0.24 | 0.26 | 0.28 | 0.30 | 0.33 | 0.35 | 0.37 | 0.39 | 0.41 | 0.43 | 0.46 | 0.48 | 0.50 | 0.52 | 0.54 | 0.56 | 0.58 | 0.60 | 0.63 | 0.65 | 0.67 | 0.69 | 0.71 | 0.73 | 0.76 | 0.78 | 0.80 | 0.82 | 0.85 | 0.87 | 0.89 | 0.92 | 0.94 | 0.96 | 0.99 | 1.01 | 1.04 | 1.06 | 1.09 | 1.12 | 1.14 | 1.17 | 1.20 | 1.23 | 1.26 | 1.29 | 1.33 | 1.36 | 1.40 | 1.43 | 1.47 | 1.51 | 1.56 | 1.60 | 1.65 | 1.71 | 1.77 | 1.84 | 1.91 | 2.00 | 2.11 | 2.26 | 2.49 | 127 |
| 26 | -1.3481989 | -1.1132855 | -0.9642406 | -0.8521198 | -0.76 | -0.68 | -0.62 | -0.55 | -0.50 | -0.45 | -0.40 | -0.36 | -0.31 | -0.27 | -0.24 | -0.20 | -0.17 | -0.13 | -0.10 | -0.07 | -0.04 | -0.01 | 0.02 | 0.05 | 0.08 | 0.10 | 0.13 | 0.15 | 0.18 | 0.20 | 0.23 | 0.25 | 0.28 | 0.30 | 0.32 | 0.35 | 0.37 | 0.39 | 0.42 | 0.44 | 0.46 | 0.48 | 0.50 | 0.53 | 0.55 | 0.57 | 0.59 | 0.61 | 0.63 | 0.66 | 0.68 | 0.70 | 0.72 | 0.74 | 0.76 | 0.79 | 0.81 | 0.83 | 0.85 | 0.87 | 0.90 | 0.92 | 0.94 | 0.97 | 0.99 | 1.01 | 1.04 | 1.06 | 1.08 | 1.11 | 1.13 | 1.16 | 1.18 | 1.21 | 1.24 | 1.27 | 1.29 | 1.32 | 1.35 | 1.38 | 1.41 | 1.45 | 1.48 | 1.51 | 1.55 | 1.59 | 1.63 | 1.67 | 1.71 | 1.76 | 1.81 | 1.87 | 1.93 | 2.00 | 2.07 | 2.17 | 2.28 | 2.43 | 2.66 | 128 |
| 27 | -1.2439838 | -1.0051592 | -0.8536327 | -0.7396452 | -0.65 | -0.57 | -0.50 | -0.44 | -0.38 | -0.33 | -0.28 | -0.24 | -0.19 | -0.15 | -0.11 | -0.08 | -0.04 | -0.01 | 0.03 | 0.06 | 0.09 | 0.12 | 0.15 | 0.18 | 0.20 | 0.23 | 0.26 | 0.28 | 0.31 | 0.33 | 0.36 | 0.38 | 0.41 | 0.43 | 0.46 | 0.48 | 0.50 | 0.53 | 0.55 | 0.57 | 0.59 | 0.62 | 0.64 | 0.66 | 0.68 | 0.71 | 0.73 | 0.75 | 0.77 | 0.79 | 0.82 | 0.84 | 0.86 | 0.88 | 0.90 | 0.93 | 0.95 | 0.97 | 0.99 | 1.02 | 1.04 | 1.06 | 1.08 | 1.11 | 1.13 | 1.16 | 1.18 | 1.20 | 1.23 | 1.25 | 1.28 | 1.30 | 1.33 | 1.36 | 1.39 | 1.41 | 1.44 | 1.47 | 1.50 | 1.53 | 1.56 | 1.60 | 1.63 | 1.67 | 1.70 | 1.74 | 1.78 | 1.82 | 1.87 | 1.92 | 1.97 | 2.03 | 2.09 | 2.16 | 2.24 | 2.33 | 2.44 | 2.59 | 2.83 | 131 |
| 28 | -1.1340131 | -0.8916598 | -0.7378944 | -0.6222227 | -0.53 | -0.45 | -0.38 | -0.31 | -0.26 | -0.21 | -0.16 | -0.11 | -0.07 | -0.03 | 0.01 | 0.05 | 0.09 | 0.12 | 0.15 | 0.19 | 0.22 | 0.25 | 0.28 | 0.31 | 0.33 | 0.36 | 0.39 | 0.42 | 0.44 | 0.47 | 0.49 | 0.52 | 0.54 | 0.57 | 0.59 | 0.62 | 0.64 | 0.66 | 0.69 | 0.71 | 0.73 | 0.75 | 0.78 | 0.80 | 0.82 | 0.84 | 0.87 | 0.89 | 0.91 | 0.93 | 0.96 | 0.98 | 1.00 | 1.02 | 1.05 | 1.07 | 1.09 | 1.11 | 1.14 | 1.16 | 1.18 | 1.21 | 1.23 | 1.25 | 1.28 | 1.30 | 1.33 | 1.35 | 1.38 | 1.40 | 1.43 | 1.45 | 1.48 | 1.51 | 1.53 | 1.56 | 1.59 | 1.62 | 1.65 | 1.68 | 1.71 | 1.75 | 1.78 | 1.82 | 1.86 | 1.89 | 1.94 | 1.98 | 2.02 | 2.07 | 2.13 | 2.18 | 2.25 | 2.32 | 2.40 | 2.49 | 2.61 | 2.76 | 3.00 | 115 |
| 29 | -1.0169265 | -0.7715098 | -0.6158008 | -0.4986670 | -0.40 | -0.32 | -0.25 | -0.19 | -0.13 | -0.08 | -0.03 | 0.02 | 0.06 | 0.10 | 0.14 | 0.18 | 0.22 | 0.25 | 0.29 | 0.32 | 0.35 | 0.38 | 0.41 | 0.44 | 0.47 | 0.50 | 0.53 | 0.55 | 0.58 | 0.61 | 0.63 | 0.66 | 0.68 | 0.71 | 0.73 | 0.75 | 0.78 | 0.80 | 0.83 | 0.85 | 0.87 | 0.90 | 0.92 | 0.94 | 0.96 | 0.99 | 1.01 | 1.03 | 1.05 | 1.08 | 1.10 | 1.12 | 1.15 | 1.17 | 1.19 | 1.21 | 1.24 | 1.26 | 1.28 | 1.31 | 1.33 | 1.35 | 1.38 | 1.40 | 1.42 | 1.45 | 1.47 | 1.50 | 1.52 | 1.55 | 1.58 | 1.60 | 1.63 | 1.66 | 1.68 | 1.71 | 1.74 | 1.77 | 1.80 | 1.84 | 1.87 | 1.90 | 1.94 | 1.97 | 2.01 | 2.05 | 2.09 | 2.14 | 2.18 | 2.23 | 2.28 | 2.34 | 2.41 | 2.48 | 2.56 | 2.65 | 2.77 | 2.93 | 3.17 | 133 |
| 30 | -0.8947600 | -0.6466134 | -0.4891723 | -0.3707355 | -0.27 | -0.19 | -0.12 | -0.06 | 0.00 | 0.06 | 0.11 | 0.15 | 0.20 | 0.24 | 0.28 | 0.32 | 0.35 | 0.39 | 0.42 | 0.46 | 0.49 | 0.52 | 0.55 | 0.58 | 0.61 | 0.64 | 0.67 | 0.69 | 0.72 | 0.75 | 0.77 | 0.80 | 0.82 | 0.85 | 0.87 | 0.90 | 0.92 | 0.94 | 0.97 | 0.99 | 1.02 | 1.04 | 1.06 | 1.09 | 1.11 | 1.13 | 1.15 | 1.18 | 1.20 | 1.22 | 1.25 | 1.27 | 1.29 | 1.31 | 1.34 | 1.36 | 1.38 | 1.41 | 1.43 | 1.45 | 1.48 | 1.50 | 1.52 | 1.55 | 1.57 | 1.60 | 1.62 | 1.65 | 1.67 | 1.70 | 1.73 | 1.75 | 1.78 | 1.81 | 1.84 | 1.87 | 1.90 | 1.93 | 1.96 | 1.99 | 2.02 | 2.06 | 2.09 | 2.13 | 2.17 | 2.21 | 2.25 | 2.29 | 2.34 | 2.39 | 2.44 | 2.50 | 2.57 | 2.64 | 2.72 | 2.82 | 2.93 | 3.09 | 3.34 | 177 |
| 31 | -0.7728528 | -0.5219458 | -0.3627534 | -0.2429991 | -0.15 | -0.06 | 0.01 | 0.08 | 0.13 | 0.19 | 0.24 | 0.29 | 0.33 | 0.37 | 0.41 | 0.45 | 0.49 | 0.53 | 0.56 | 0.59 | 0.63 | 0.66 | 0.69 | 0.72 | 0.75 | 0.78 | 0.80 | 0.83 | 0.86 | 0.89 | 0.91 | 0.94 | 0.96 | 0.99 | 1.01 | 1.04 | 1.06 | 1.09 | 1.11 | 1.14 | 1.16 | 1.18 | 1.21 | 1.23 | 1.25 | 1.28 | 1.30 | 1.32 | 1.35 | 1.37 | 1.39 | 1.41 | 1.44 | 1.46 | 1.48 | 1.51 | 1.53 | 1.55 | 1.58 | 1.60 | 1.63 | 1.65 | 1.67 | 1.70 | 1.72 | 1.75 | 1.77 | 1.80 | 1.82 | 1.85 | 1.88 | 1.90 | 1.93 | 1.96 | 1.99 | 2.02 | 2.05 | 2.08 | 2.11 | 2.14 | 2.18 | 2.21 | 2.25 | 2.28 | 2.32 | 2.36 | 2.41 | 2.45 | 2.50 | 2.55 | 2.60 | 2.66 | 2.73 | 2.80 | 2.88 | 2.98 | 3.10 | 3.26 | 3.51 | NA |
| 32 | -0.6512075 | -0.3975095 | -0.2365462 | -0.1154599 | -0.02 | 0.07 | 0.14 | 0.21 | 0.27 | 0.32 | 0.37 | 0.42 | 0.47 | 0.51 | 0.55 | 0.59 | 0.63 | 0.66 | 0.70 | 0.73 | 0.76 | 0.80 | 0.83 | 0.86 | 0.89 | 0.92 | 0.94 | 0.97 | 1.00 | 1.03 | 1.05 | 1.08 | 1.10 | 1.13 | 1.16 | 1.18 | 1.20 | 1.23 | 1.25 | 1.28 | 1.30 | 1.33 | 1.35 | 1.37 | 1.40 | 1.42 | 1.44 | 1.47 | 1.49 | 1.51 | 1.54 | 1.56 | 1.58 | 1.61 | 1.63 | 1.65 | 1.68 | 1.70 | 1.73 | 1.75 | 1.77 | 1.80 | 1.82 | 1.85 | 1.87 | 1.90 | 1.92 | 1.95 | 1.98 | 2.00 | 2.03 | 2.06 | 2.08 | 2.11 | 2.14 | 2.17 | 2.20 | 2.23 | 2.26 | 2.30 | 2.33 | 2.37 | 2.40 | 2.44 | 2.48 | 2.52 | 2.56 | 2.61 | 2.66 | 2.71 | 2.76 | 2.82 | 2.89 | 2.96 | 3.04 | 3.14 | 3.26 | 3.43 | 3.68 | NA |
| 33 | -0.5298272 | -0.2733071 | -0.1105533 | 0.0118800 | 0.11 | 0.20 | 0.27 | 0.34 | 0.40 | 0.45 | 0.51 | 0.55 | 0.60 | 0.64 | 0.68 | 0.72 | 0.76 | 0.80 | 0.83 | 0.87 | 0.90 | 0.93 | 0.96 | 0.99 | 1.02 | 1.05 | 1.08 | 1.11 | 1.14 | 1.17 | 1.19 | 1.22 | 1.25 | 1.27 | 1.30 | 1.32 | 1.35 | 1.37 | 1.40 | 1.42 | 1.45 | 1.47 | 1.49 | 1.52 | 1.54 | 1.56 | 1.59 | 1.61 | 1.64 | 1.66 | 1.68 | 1.71 | 1.73 | 1.75 | 1.78 | 1.80 | 1.83 | 1.85 | 1.87 | 1.90 | 1.92 | 1.95 | 1.97 | 2.00 | 2.02 | 2.05 | 2.07 | 2.10 | 2.13 | 2.15 | 2.18 | 2.21 | 2.24 | 2.26 | 2.29 | 2.32 | 2.35 | 2.39 | 2.42 | 2.45 | 2.49 | 2.52 | 2.56 | 2.60 | 2.63 | 2.68 | 2.72 | 2.76 | 2.81 | 2.87 | 2.92 | 2.98 | 3.05 | 3.12 | 3.21 | 3.31 | 3.43 | 3.59 | 3.85 | NA |
| 34 | -0.4087148 | -0.1493412 | 0.0152230 | 0.1390182 | 0.24 | 0.33 | 0.40 | 0.47 | 0.53 | 0.59 | 0.64 | 0.69 | 0.73 | 0.78 | 0.82 | 0.86 | 0.90 | 0.93 | 0.97 | 1.00 | 1.04 | 1.07 | 1.10 | 1.13 | 1.16 | 1.19 | 1.22 | 1.25 | 1.28 | 1.31 | 1.33 | 1.36 | 1.39 | 1.41 | 1.44 | 1.46 | 1.49 | 1.51 | 1.54 | 1.56 | 1.59 | 1.61 | 1.64 | 1.66 | 1.69 | 1.71 | 1.73 | 1.76 | 1.78 | 1.80 | 1.83 | 1.85 | 1.88 | 1.90 | 1.92 | 1.95 | 1.97 | 2.00 | 2.02 | 2.05 | 2.07 | 2.10 | 2.12 | 2.15 | 2.17 | 2.20 | 2.22 | 2.25 | 2.28 | 2.30 | 2.33 | 2.36 | 2.39 | 2.42 | 2.45 | 2.48 | 2.51 | 2.54 | 2.57 | 2.61 | 2.64 | 2.68 | 2.71 | 2.75 | 2.79 | 2.83 | 2.88 | 2.92 | 2.97 | 3.02 | 3.08 | 3.14 | 3.21 | 3.28 | 3.37 | 3.47 | 3.59 | 3.76 | 4.02 | NA |
| 35 | -0.2878733 | -0.0256145 | 0.1407803 | 0.2659526 | 0.37 | 0.45 | 0.53 | 0.60 | 0.66 | 0.72 | 0.77 | 0.82 | 0.87 | 0.91 | 0.95 | 0.99 | 1.03 | 1.07 | 1.11 | 1.14 | 1.17 | 1.21 | 1.24 | 1.27 | 1.30 | 1.33 | 1.36 | 1.39 | 1.42 | 1.45 | 1.47 | 1.50 | 1.53 | 1.55 | 1.58 | 1.61 | 1.63 | 1.66 | 1.68 | 1.71 | 1.73 | 1.76 | 1.78 | 1.80 | 1.83 | 1.85 | 1.88 | 1.90 | 1.93 | 1.95 | 1.97 | 2.00 | 2.02 | 2.05 | 2.07 | 2.10 | 2.12 | 2.14 | 2.17 | 2.19 | 2.22 | 2.24 | 2.27 | 2.30 | 2.32 | 2.35 | 2.37 | 2.40 | 2.43 | 2.45 | 2.48 | 2.51 | 2.54 | 2.57 | 2.60 | 2.63 | 2.66 | 2.69 | 2.73 | 2.76 | 2.79 | 2.83 | 2.87 | 2.91 | 2.95 | 2.99 | 3.03 | 3.08 | 3.13 | 3.18 | 3.24 | 3.30 | 3.37 | 3.45 | 3.53 | 3.63 | 3.76 | 3.93 | 4.19 | NA |
| 36 | -0.1673057 | 0.0978704 | 0.2661162 | 0.3926809 | 0.50 | 0.58 | 0.66 | 0.73 | 0.79 | 0.85 | 0.90 | 0.95 | 1.00 | 1.04 | 1.09 | 1.13 | 1.17 | 1.21 | 1.24 | 1.28 | 1.31 | 1.34 | 1.38 | 1.41 | 1.44 | 1.47 | 1.50 | 1.53 | 1.56 | 1.59 | 1.61 | 1.64 | 1.67 | 1.69 | 1.72 | 1.75 | 1.77 | 1.80 | 1.82 | 1.85 | 1.87 | 1.90 | 1.92 | 1.95 | 1.97 | 2.00 | 2.02 | 2.05 | 2.07 | 2.10 | 2.12 | 2.14 | 2.17 | 2.19 | 2.22 | 2.24 | 2.27 | 2.29 | 2.32 | 2.34 | 2.37 | 2.39 | 2.42 | 2.44 | 2.47 | 2.50 | 2.52 | 2.55 | 2.58 | 2.61 | 2.63 | 2.66 | 2.69 | 2.72 | 2.75 | 2.78 | 2.81 | 2.85 | 2.88 | 2.91 | 2.95 | 2.99 | 3.02 | 3.06 | 3.10 | 3.15 | 3.19 | 3.24 | 3.29 | 3.34 | 3.40 | 3.46 | 3.53 | 3.61 | 3.70 | 3.80 | 3.93 | 4.09 | 4.36 | NA |
WS: Females
## GAMLSS-RS iteration 1: Global Deviance = 4021.191
## GAMLSS-RS iteration 2: Global Deviance = 4020.332
## GAMLSS-RS iteration 3: Global Deviance = 4020.331| age | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | -2.2552080 | -2.0756576 | -1.9617387 | -1.8760419 | -1.81 | -1.75 | -1.69 | -1.65 | -1.61 | -1.57 | -1.53 | -1.50 | -1.46 | -1.43 | -1.41 | -1.38 | -1.35 | -1.33 | -1.30 | -1.28 | -1.25 | -1.23 | -1.21 | -1.19 | -1.17 | -1.15 | -1.13 | -1.11 | -1.09 | -1.07 | -1.05 | -1.03 | -1.01 | -0.99 | -0.98 | -0.96 | -0.94 | -0.92 | -0.91 | -0.89 | -0.87 | -0.86 | -0.84 | -0.82 | -0.81 | -0.79 | -0.77 | -0.76 | -0.74 | -0.72 | -0.71 | -0.69 | -0.67 | -0.66 | -0.64 | -0.62 | -0.61 | -0.59 | -0.57 | -0.56 | -0.54 | -0.52 | -0.50 | -0.49 | -0.47 | -0.45 | -0.43 | -0.41 | -0.40 | -0.38 | -0.36 | -0.34 | -0.32 | -0.30 | -0.28 | -0.26 | -0.24 | -0.21 | -0.19 | -0.17 | -0.14 | -0.12 | -0.09 | -0.07 | -0.04 | -0.01 | 0.02 | 0.05 | 0.08 | 0.12 | 0.16 | 0.20 | 0.25 | 0.30 | 0.36 | 0.43 | 0.52 | 0.63 | 0.81 | 68 |
| 17 | -2.1429507 | -1.9557067 | -1.8369064 | -1.7475376 | -1.67 | -1.61 | -1.56 | -1.51 | -1.47 | -1.43 | -1.39 | -1.35 | -1.32 | -1.29 | -1.26 | -1.23 | -1.20 | -1.17 | -1.15 | -1.12 | -1.10 | -1.08 | -1.05 | -1.03 | -1.01 | -0.99 | -0.97 | -0.95 | -0.93 | -0.91 | -0.89 | -0.87 | -0.85 | -0.83 | -0.81 | -0.79 | -0.77 | -0.75 | -0.74 | -0.72 | -0.70 | -0.68 | -0.67 | -0.65 | -0.63 | -0.61 | -0.60 | -0.58 | -0.56 | -0.55 | -0.53 | -0.51 | -0.49 | -0.48 | -0.46 | -0.44 | -0.42 | -0.41 | -0.39 | -0.37 | -0.35 | -0.34 | -0.32 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.01 | 0.01 | 0.03 | 0.06 | 0.08 | 0.11 | 0.14 | 0.17 | 0.20 | 0.23 | 0.26 | 0.30 | 0.34 | 0.38 | 0.42 | 0.47 | 0.52 | 0.58 | 0.66 | 0.75 | 0.87 | 1.05 | 89 |
| 18 | -2.0299034 | -1.8351076 | -1.7115158 | -1.6185426 | -1.54 | -1.48 | -1.42 | -1.37 | -1.33 | -1.28 | -1.24 | -1.21 | -1.17 | -1.14 | -1.11 | -1.08 | -1.05 | -1.02 | -0.99 | -0.97 | -0.94 | -0.92 | -0.90 | -0.87 | -0.85 | -0.83 | -0.81 | -0.78 | -0.76 | -0.74 | -0.72 | -0.70 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.59 | -0.57 | -0.55 | -0.53 | -0.51 | -0.49 | -0.48 | -0.46 | -0.44 | -0.42 | -0.40 | -0.39 | -0.37 | -0.35 | -0.33 | -0.31 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.19 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.07 | -0.05 | -0.03 | -0.01 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.14 | 0.16 | 0.18 | 0.21 | 0.23 | 0.26 | 0.29 | 0.31 | 0.34 | 0.37 | 0.40 | 0.44 | 0.47 | 0.51 | 0.55 | 0.59 | 0.64 | 0.69 | 0.74 | 0.81 | 0.88 | 0.98 | 1.10 | 1.29 | 117 |
| 19 | -1.9121023 | -1.7104720 | -1.5825440 | -1.4863088 | -1.41 | -1.34 | -1.28 | -1.23 | -1.18 | -1.14 | -1.10 | -1.06 | -1.02 | -0.99 | -0.96 | -0.93 | -0.90 | -0.87 | -0.84 | -0.81 | -0.79 | -0.76 | -0.74 | -0.71 | -0.69 | -0.67 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.52 | -0.50 | -0.48 | -0.46 | -0.44 | -0.42 | -0.40 | -0.38 | -0.36 | -0.34 | -0.32 | -0.30 | -0.28 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.17 | -0.15 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.13 | 0.15 | 0.18 | 0.20 | 0.22 | 0.24 | 0.26 | 0.28 | 0.31 | 0.33 | 0.36 | 0.38 | 0.41 | 0.43 | 0.46 | 0.49 | 0.51 | 0.54 | 0.58 | 0.61 | 0.64 | 0.68 | 0.72 | 0.76 | 0.80 | 0.85 | 0.90 | 0.96 | 1.03 | 1.10 | 1.20 | 1.33 | 1.53 | 120 |
| 20 | -1.7865014 | -1.5793108 | -1.4478550 | -1.3489659 | -1.27 | -1.20 | -1.14 | -1.09 | -1.04 | -0.99 | -0.95 | -0.91 | -0.87 | -0.84 | -0.81 | -0.77 | -0.74 | -0.71 | -0.69 | -0.66 | -0.63 | -0.61 | -0.58 | -0.56 | -0.53 | -0.51 | -0.48 | -0.46 | -0.44 | -0.42 | -0.40 | -0.37 | -0.35 | -0.33 | -0.31 | -0.29 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.08 | 0.10 | 0.12 | 0.14 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.27 | 0.30 | 0.32 | 0.34 | 0.36 | 0.38 | 0.40 | 0.42 | 0.45 | 0.47 | 0.49 | 0.52 | 0.54 | 0.57 | 0.59 | 0.62 | 0.65 | 0.68 | 0.71 | 0.74 | 0.77 | 0.80 | 0.84 | 0.87 | 0.91 | 0.96 | 1.00 | 1.05 | 1.10 | 1.16 | 1.23 | 1.31 | 1.41 | 1.54 | 1.75 | 105 |
| 21 | -1.6516618 | -1.4405054 | -1.3065334 | -1.2057516 | -1.12 | -1.05 | -0.99 | -0.94 | -0.89 | -0.84 | -0.80 | -0.76 | -0.72 | -0.69 | -0.65 | -0.62 | -0.59 | -0.56 | -0.53 | -0.50 | -0.47 | -0.45 | -0.42 | -0.40 | -0.37 | -0.35 | -0.32 | -0.30 | -0.28 | -0.26 | -0.23 | -0.21 | -0.19 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.07 | -0.05 | -0.03 | -0.01 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.27 | 0.29 | 0.31 | 0.33 | 0.35 | 0.37 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.51 | 0.53 | 0.56 | 0.58 | 0.60 | 0.63 | 0.65 | 0.67 | 0.70 | 0.72 | 0.75 | 0.77 | 0.80 | 0.83 | 0.86 | 0.89 | 0.92 | 0.95 | 0.99 | 1.02 | 1.06 | 1.10 | 1.14 | 1.19 | 1.24 | 1.29 | 1.35 | 1.42 | 1.51 | 1.61 | 1.74 | 1.95 | 91 |
| 22 | -1.5071098 | -1.2936904 | -1.1582826 | -1.0564206 | -0.97 | -0.90 | -0.84 | -0.79 | -0.74 | -0.69 | -0.65 | -0.61 | -0.57 | -0.53 | -0.50 | -0.46 | -0.43 | -0.40 | -0.37 | -0.34 | -0.32 | -0.29 | -0.26 | -0.24 | -0.21 | -0.19 | -0.17 | -0.14 | -0.12 | -0.10 | -0.07 | -0.05 | -0.03 | -0.01 | 0.01 | 0.03 | 0.05 | 0.08 | 0.10 | 0.12 | 0.14 | 0.16 | 0.18 | 0.20 | 0.22 | 0.24 | 0.26 | 0.27 | 0.29 | 0.31 | 0.33 | 0.35 | 0.37 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.51 | 0.53 | 0.55 | 0.57 | 0.59 | 0.62 | 0.64 | 0.66 | 0.68 | 0.70 | 0.72 | 0.75 | 0.77 | 0.79 | 0.82 | 0.84 | 0.87 | 0.89 | 0.92 | 0.95 | 0.97 | 1.00 | 1.03 | 1.06 | 1.09 | 1.13 | 1.16 | 1.20 | 1.23 | 1.27 | 1.32 | 1.36 | 1.41 | 1.47 | 1.53 | 1.60 | 1.68 | 1.79 | 1.92 | 2.14 | 108 |
| 23 | -1.3557184 | -1.1414277 | -1.0054671 | -0.9031893 | -0.82 | -0.75 | -0.69 | -0.63 | -0.58 | -0.53 | -0.49 | -0.45 | -0.41 | -0.38 | -0.34 | -0.31 | -0.28 | -0.25 | -0.22 | -0.19 | -0.16 | -0.13 | -0.11 | -0.08 | -0.06 | -0.03 | -0.01 | 0.01 | 0.04 | 0.06 | 0.08 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.27 | 0.29 | 0.31 | 0.33 | 0.35 | 0.37 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.51 | 0.53 | 0.55 | 0.57 | 0.59 | 0.61 | 0.63 | 0.65 | 0.67 | 0.69 | 0.71 | 0.73 | 0.75 | 0.78 | 0.80 | 0.82 | 0.84 | 0.86 | 0.89 | 0.91 | 0.93 | 0.95 | 0.98 | 1.00 | 1.03 | 1.05 | 1.08 | 1.11 | 1.13 | 1.16 | 1.19 | 1.22 | 1.25 | 1.29 | 1.32 | 1.36 | 1.40 | 1.44 | 1.48 | 1.53 | 1.58 | 1.63 | 1.70 | 1.77 | 1.85 | 1.95 | 2.09 | 2.30 | 131 |
| 24 | -1.2034213 | -0.9889640 | -0.8528977 | -0.7505404 | -0.67 | -0.60 | -0.53 | -0.48 | -0.43 | -0.38 | -0.34 | -0.30 | -0.26 | -0.22 | -0.19 | -0.16 | -0.12 | -0.09 | -0.06 | -0.04 | -0.01 | 0.02 | 0.05 | 0.07 | 0.10 | 0.12 | 0.14 | 0.17 | 0.19 | 0.21 | 0.24 | 0.26 | 0.28 | 0.30 | 0.32 | 0.34 | 0.37 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.51 | 0.53 | 0.55 | 0.57 | 0.59 | 0.61 | 0.63 | 0.65 | 0.67 | 0.69 | 0.71 | 0.73 | 0.75 | 0.77 | 0.79 | 0.81 | 0.83 | 0.85 | 0.87 | 0.89 | 0.91 | 0.93 | 0.95 | 0.97 | 0.99 | 1.02 | 1.04 | 1.06 | 1.09 | 1.11 | 1.13 | 1.16 | 1.18 | 1.21 | 1.23 | 1.26 | 1.29 | 1.32 | 1.35 | 1.38 | 1.41 | 1.44 | 1.48 | 1.51 | 1.55 | 1.59 | 1.63 | 1.68 | 1.73 | 1.79 | 1.85 | 1.92 | 2.00 | 2.11 | 2.24 | 2.46 | 192 |
| 25 | -1.0541058 | -0.8396441 | -0.7035751 | -0.6012156 | -0.52 | -0.45 | -0.38 | -0.33 | -0.28 | -0.23 | -0.19 | -0.15 | -0.11 | -0.07 | -0.04 | -0.01 | 0.03 | 0.06 | 0.09 | 0.11 | 0.14 | 0.17 | 0.19 | 0.22 | 0.25 | 0.27 | 0.29 | 0.32 | 0.34 | 0.36 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.52 | 0.54 | 0.56 | 0.58 | 0.60 | 0.62 | 0.64 | 0.66 | 0.68 | 0.70 | 0.72 | 0.74 | 0.76 | 0.78 | 0.80 | 0.82 | 0.84 | 0.86 | 0.87 | 0.89 | 0.91 | 0.93 | 0.96 | 0.98 | 1.00 | 1.02 | 1.04 | 1.06 | 1.08 | 1.10 | 1.12 | 1.14 | 1.17 | 1.19 | 1.21 | 1.23 | 1.26 | 1.28 | 1.31 | 1.33 | 1.36 | 1.38 | 1.41 | 1.44 | 1.47 | 1.50 | 1.53 | 1.56 | 1.59 | 1.63 | 1.66 | 1.70 | 1.74 | 1.78 | 1.83 | 1.88 | 1.94 | 2.00 | 2.07 | 2.15 | 2.26 | 2.39 | 2.61 | 126 |
| 26 | -0.9073056 | -0.6928439 | -0.5567748 | -0.4544154 | -0.37 | -0.30 | -0.24 | -0.18 | -0.13 | -0.09 | -0.04 | 0.00 | 0.04 | 0.07 | 0.11 | 0.14 | 0.17 | 0.20 | 0.23 | 0.26 | 0.29 | 0.32 | 0.34 | 0.37 | 0.39 | 0.42 | 0.44 | 0.46 | 0.49 | 0.51 | 0.53 | 0.55 | 0.58 | 0.60 | 0.62 | 0.64 | 0.66 | 0.68 | 0.70 | 0.72 | 0.74 | 0.76 | 0.78 | 0.80 | 0.82 | 0.84 | 0.86 | 0.88 | 0.90 | 0.92 | 0.94 | 0.96 | 0.98 | 1.00 | 1.02 | 1.04 | 1.06 | 1.08 | 1.10 | 1.12 | 1.14 | 1.16 | 1.18 | 1.20 | 1.23 | 1.25 | 1.27 | 1.29 | 1.31 | 1.34 | 1.36 | 1.38 | 1.41 | 1.43 | 1.45 | 1.48 | 1.50 | 1.53 | 1.56 | 1.59 | 1.61 | 1.64 | 1.67 | 1.71 | 1.74 | 1.77 | 1.81 | 1.85 | 1.89 | 1.93 | 1.98 | 2.03 | 2.08 | 2.15 | 2.22 | 2.30 | 2.40 | 2.54 | 2.75 | 111 |
| 27 | -0.7604139 | -0.5459522 | -0.4098832 | -0.3075237 | -0.22 | -0.15 | -0.09 | -0.04 | 0.01 | 0.06 | 0.10 | 0.15 | 0.18 | 0.22 | 0.25 | 0.29 | 0.32 | 0.35 | 0.38 | 0.41 | 0.44 | 0.46 | 0.49 | 0.51 | 0.54 | 0.56 | 0.59 | 0.61 | 0.63 | 0.66 | 0.68 | 0.70 | 0.72 | 0.75 | 0.77 | 0.79 | 0.81 | 0.83 | 0.85 | 0.87 | 0.89 | 0.91 | 0.93 | 0.95 | 0.97 | 0.99 | 1.01 | 1.03 | 1.05 | 1.07 | 1.09 | 1.11 | 1.13 | 1.15 | 1.17 | 1.19 | 1.21 | 1.23 | 1.25 | 1.27 | 1.29 | 1.31 | 1.33 | 1.35 | 1.37 | 1.39 | 1.42 | 1.44 | 1.46 | 1.48 | 1.51 | 1.53 | 1.55 | 1.58 | 1.60 | 1.63 | 1.65 | 1.68 | 1.70 | 1.73 | 1.76 | 1.79 | 1.82 | 1.85 | 1.89 | 1.92 | 1.96 | 1.99 | 2.03 | 2.08 | 2.12 | 2.18 | 2.23 | 2.29 | 2.36 | 2.45 | 2.55 | 2.69 | 2.90 | 125 |
| 28 | -0.6114355 | -0.3969738 | -0.2609048 | -0.1585453 | -0.08 | 0.00 | 0.06 | 0.11 | 0.16 | 0.21 | 0.25 | 0.29 | 0.33 | 0.37 | 0.40 | 0.44 | 0.47 | 0.50 | 0.53 | 0.56 | 0.58 | 0.61 | 0.64 | 0.66 | 0.69 | 0.71 | 0.74 | 0.76 | 0.78 | 0.81 | 0.83 | 0.85 | 0.87 | 0.89 | 0.92 | 0.94 | 0.96 | 0.98 | 1.00 | 1.02 | 1.04 | 1.06 | 1.08 | 1.10 | 1.12 | 1.14 | 1.16 | 1.18 | 1.20 | 1.22 | 1.24 | 1.26 | 1.28 | 1.30 | 1.32 | 1.34 | 1.36 | 1.38 | 1.40 | 1.42 | 1.44 | 1.46 | 1.48 | 1.50 | 1.52 | 1.54 | 1.56 | 1.59 | 1.61 | 1.63 | 1.65 | 1.68 | 1.70 | 1.72 | 1.75 | 1.77 | 1.80 | 1.83 | 1.85 | 1.88 | 1.91 | 1.94 | 1.97 | 2.00 | 2.03 | 2.07 | 2.10 | 2.14 | 2.18 | 2.23 | 2.27 | 2.32 | 2.38 | 2.44 | 2.51 | 2.60 | 2.70 | 2.83 | 3.05 | 90 |
| 29 | -0.4601172 | -0.2456555 | -0.1095865 | -0.0072270 | 0.08 | 0.15 | 0.21 | 0.26 | 0.32 | 0.36 | 0.41 | 0.45 | 0.48 | 0.52 | 0.55 | 0.59 | 0.62 | 0.65 | 0.68 | 0.71 | 0.74 | 0.76 | 0.79 | 0.81 | 0.84 | 0.86 | 0.89 | 0.91 | 0.93 | 0.96 | 0.98 | 1.00 | 1.02 | 1.05 | 1.07 | 1.09 | 1.11 | 1.13 | 1.15 | 1.17 | 1.19 | 1.21 | 1.23 | 1.25 | 1.27 | 1.29 | 1.31 | 1.33 | 1.35 | 1.37 | 1.39 | 1.41 | 1.43 | 1.45 | 1.47 | 1.49 | 1.51 | 1.53 | 1.55 | 1.57 | 1.59 | 1.61 | 1.63 | 1.65 | 1.67 | 1.69 | 1.72 | 1.74 | 1.76 | 1.78 | 1.81 | 1.83 | 1.85 | 1.88 | 1.90 | 1.93 | 1.95 | 1.98 | 2.00 | 2.03 | 2.06 | 2.09 | 2.12 | 2.15 | 2.19 | 2.22 | 2.26 | 2.29 | 2.34 | 2.38 | 2.42 | 2.48 | 2.53 | 2.59 | 2.66 | 2.75 | 2.85 | 2.99 | 3.20 | 115 |
| 30 | -0.3075053 | -0.0930437 | 0.0430254 | 0.1453848 | 0.23 | 0.30 | 0.36 | 0.42 | 0.47 | 0.51 | 0.56 | 0.60 | 0.64 | 0.67 | 0.71 | 0.74 | 0.77 | 0.80 | 0.83 | 0.86 | 0.89 | 0.92 | 0.94 | 0.97 | 0.99 | 1.02 | 1.04 | 1.06 | 1.09 | 1.11 | 1.13 | 1.15 | 1.18 | 1.20 | 1.22 | 1.24 | 1.26 | 1.28 | 1.30 | 1.32 | 1.34 | 1.36 | 1.38 | 1.40 | 1.42 | 1.44 | 1.46 | 1.48 | 1.50 | 1.52 | 1.54 | 1.56 | 1.58 | 1.60 | 1.62 | 1.64 | 1.66 | 1.68 | 1.70 | 1.72 | 1.74 | 1.76 | 1.78 | 1.80 | 1.83 | 1.85 | 1.87 | 1.89 | 1.91 | 1.94 | 1.96 | 1.98 | 2.00 | 2.03 | 2.05 | 2.08 | 2.10 | 2.13 | 2.16 | 2.18 | 2.21 | 2.24 | 2.27 | 2.31 | 2.34 | 2.37 | 2.41 | 2.45 | 2.49 | 2.53 | 2.58 | 2.63 | 2.68 | 2.75 | 2.82 | 2.90 | 3.00 | 3.14 | 3.35 | 158 |
| 31 | -0.1548935 | 0.0595682 | 0.1956372 | 0.2979967 | 0.38 | 0.45 | 0.51 | 0.57 | 0.62 | 0.67 | 0.71 | 0.75 | 0.79 | 0.83 | 0.86 | 0.89 | 0.92 | 0.96 | 0.98 | 1.01 | 1.04 | 1.07 | 1.09 | 1.12 | 1.14 | 1.17 | 1.19 | 1.22 | 1.24 | 1.26 | 1.29 | 1.31 | 1.33 | 1.35 | 1.37 | 1.39 | 1.41 | 1.43 | 1.46 | 1.48 | 1.50 | 1.52 | 1.54 | 1.56 | 1.58 | 1.60 | 1.62 | 1.64 | 1.66 | 1.68 | 1.70 | 1.71 | 1.73 | 1.75 | 1.77 | 1.79 | 1.81 | 1.83 | 1.85 | 1.87 | 1.90 | 1.92 | 1.94 | 1.96 | 1.98 | 2.00 | 2.02 | 2.04 | 2.07 | 2.09 | 2.11 | 2.13 | 2.16 | 2.18 | 2.21 | 2.23 | 2.26 | 2.28 | 2.31 | 2.34 | 2.37 | 2.40 | 2.43 | 2.46 | 2.49 | 2.53 | 2.56 | 2.60 | 2.64 | 2.68 | 2.73 | 2.78 | 2.84 | 2.90 | 2.97 | 3.05 | 3.15 | 3.29 | 3.51 | NA |
| 32 | -0.0022816 | 0.2121801 | 0.3482491 | 0.4506086 | 0.53 | 0.60 | 0.67 | 0.72 | 0.77 | 0.82 | 0.86 | 0.90 | 0.94 | 0.98 | 1.01 | 1.05 | 1.08 | 1.11 | 1.14 | 1.17 | 1.19 | 1.22 | 1.25 | 1.27 | 1.30 | 1.32 | 1.35 | 1.37 | 1.39 | 1.42 | 1.44 | 1.46 | 1.48 | 1.50 | 1.52 | 1.55 | 1.57 | 1.59 | 1.61 | 1.63 | 1.65 | 1.67 | 1.69 | 1.71 | 1.73 | 1.75 | 1.77 | 1.79 | 1.81 | 1.83 | 1.85 | 1.87 | 1.89 | 1.91 | 1.93 | 1.95 | 1.97 | 1.99 | 2.01 | 2.03 | 2.05 | 2.07 | 2.09 | 2.11 | 2.13 | 2.15 | 2.17 | 2.20 | 2.22 | 2.24 | 2.26 | 2.29 | 2.31 | 2.33 | 2.36 | 2.38 | 2.41 | 2.44 | 2.46 | 2.49 | 2.52 | 2.55 | 2.58 | 2.61 | 2.64 | 2.68 | 2.71 | 2.75 | 2.79 | 2.84 | 2.88 | 2.93 | 2.99 | 3.05 | 3.12 | 3.21 | 3.31 | 3.44 | 3.66 | NA |
| 33 | 0.1503303 | 0.3647919 | 0.5008610 | 0.6032204 | 0.69 | 0.76 | 0.82 | 0.88 | 0.93 | 0.97 | 1.02 | 1.06 | 1.09 | 1.13 | 1.17 | 1.20 | 1.23 | 1.26 | 1.29 | 1.32 | 1.35 | 1.37 | 1.40 | 1.42 | 1.45 | 1.47 | 1.50 | 1.52 | 1.55 | 1.57 | 1.59 | 1.61 | 1.63 | 1.66 | 1.68 | 1.70 | 1.72 | 1.74 | 1.76 | 1.78 | 1.80 | 1.82 | 1.84 | 1.86 | 1.88 | 1.90 | 1.92 | 1.94 | 1.96 | 1.98 | 2.00 | 2.02 | 2.04 | 2.06 | 2.08 | 2.10 | 2.12 | 2.14 | 2.16 | 2.18 | 2.20 | 2.22 | 2.24 | 2.26 | 2.28 | 2.31 | 2.33 | 2.35 | 2.37 | 2.39 | 2.42 | 2.44 | 2.46 | 2.49 | 2.51 | 2.54 | 2.56 | 2.59 | 2.61 | 2.64 | 2.67 | 2.70 | 2.73 | 2.76 | 2.80 | 2.83 | 2.87 | 2.90 | 2.95 | 2.99 | 3.04 | 3.09 | 3.14 | 3.20 | 3.27 | 3.36 | 3.46 | 3.60 | 3.81 | NA |
| 34 | 0.3029422 | 0.5174038 | 0.6534729 | 0.7558323 | 0.84 | 0.91 | 0.97 | 1.03 | 1.08 | 1.12 | 1.17 | 1.21 | 1.25 | 1.28 | 1.32 | 1.35 | 1.38 | 1.41 | 1.44 | 1.47 | 1.50 | 1.53 | 1.55 | 1.58 | 1.60 | 1.63 | 1.65 | 1.67 | 1.70 | 1.72 | 1.74 | 1.77 | 1.79 | 1.81 | 1.83 | 1.85 | 1.87 | 1.89 | 1.91 | 1.93 | 1.95 | 1.97 | 1.99 | 2.01 | 2.03 | 2.05 | 2.07 | 2.09 | 2.11 | 2.13 | 2.15 | 2.17 | 2.19 | 2.21 | 2.23 | 2.25 | 2.27 | 2.29 | 2.31 | 2.33 | 2.35 | 2.37 | 2.39 | 2.42 | 2.44 | 2.46 | 2.48 | 2.50 | 2.52 | 2.55 | 2.57 | 2.59 | 2.62 | 2.64 | 2.66 | 2.69 | 2.71 | 2.74 | 2.77 | 2.80 | 2.82 | 2.85 | 2.88 | 2.92 | 2.95 | 2.98 | 3.02 | 3.06 | 3.10 | 3.14 | 3.19 | 3.24 | 3.29 | 3.36 | 3.43 | 3.51 | 3.61 | 3.75 | 3.96 | NA |
| 35 | 0.4555540 | 0.6700157 | 0.8060847 | 0.9084442 | 0.99 | 1.06 | 1.12 | 1.18 | 1.23 | 1.28 | 1.32 | 1.36 | 1.40 | 1.44 | 1.47 | 1.50 | 1.54 | 1.57 | 1.60 | 1.62 | 1.65 | 1.68 | 1.70 | 1.73 | 1.76 | 1.78 | 1.80 | 1.83 | 1.85 | 1.87 | 1.90 | 1.92 | 1.94 | 1.96 | 1.98 | 2.00 | 2.02 | 2.05 | 2.07 | 2.09 | 2.11 | 2.13 | 2.15 | 2.17 | 2.19 | 2.21 | 2.23 | 2.25 | 2.27 | 2.29 | 2.31 | 2.33 | 2.34 | 2.36 | 2.38 | 2.40 | 2.42 | 2.44 | 2.46 | 2.49 | 2.51 | 2.53 | 2.55 | 2.57 | 2.59 | 2.61 | 2.63 | 2.65 | 2.68 | 2.70 | 2.72 | 2.74 | 2.77 | 2.79 | 2.82 | 2.84 | 2.87 | 2.89 | 2.92 | 2.95 | 2.98 | 3.01 | 3.04 | 3.07 | 3.10 | 3.14 | 3.17 | 3.21 | 3.25 | 3.29 | 3.34 | 3.39 | 3.45 | 3.51 | 3.58 | 3.66 | 3.77 | 3.90 | 4.12 | NA |
| 36 | 0.6081659 | 0.8226275 | 0.9586966 | 1.0610560 | 1.14 | 1.22 | 1.28 | 1.33 | 1.38 | 1.43 | 1.47 | 1.51 | 1.55 | 1.59 | 1.62 | 1.66 | 1.69 | 1.72 | 1.75 | 1.78 | 1.80 | 1.83 | 1.86 | 1.88 | 1.91 | 1.93 | 1.96 | 1.98 | 2.00 | 2.03 | 2.05 | 2.07 | 2.09 | 2.11 | 2.14 | 2.16 | 2.18 | 2.20 | 2.22 | 2.24 | 2.26 | 2.28 | 2.30 | 2.32 | 2.34 | 2.36 | 2.38 | 2.40 | 2.42 | 2.44 | 2.46 | 2.48 | 2.50 | 2.52 | 2.54 | 2.56 | 2.58 | 2.60 | 2.62 | 2.64 | 2.66 | 2.68 | 2.70 | 2.72 | 2.74 | 2.76 | 2.78 | 2.81 | 2.83 | 2.85 | 2.87 | 2.90 | 2.92 | 2.94 | 2.97 | 2.99 | 3.02 | 3.05 | 3.07 | 3.10 | 3.13 | 3.16 | 3.19 | 3.22 | 3.25 | 3.29 | 3.32 | 3.36 | 3.40 | 3.45 | 3.49 | 3.54 | 3.60 | 3.66 | 3.73 | 3.82 | 3.92 | 4.05 | 4.27 | NA |
CAT-equivalent scores on the Full CDI
Many CDI users are only familiar with using full CDI scores, and will be unfamiliar with how to interpret the CAT’s standardized ability scores. Aside from providing a lookup table for CAT percentiles that can be linked to full scores (but only based on the 2023 American English norms), it seems like a good idea to generate many possible response patterns for a given ability score, and then report the mean full CDI score (and SD?).
what we want to try: CAT theta -> generate full CDI response patterns -> sumscore percentile
what we currently do: simulated CAT theta (from American norms) -> theta percentile (from American norms) -> lookup sumscore percentile (from American norms)
## [1] 0 1 0 0 1 2 0 2 1 4 0 5 2 2 4 3 3 7 5
## [20] 3 3 3 5 7 7 8 15 22 24 25 26 26 39 40 48 64 66 77
## [39] 103 123 139 155 191 195 237 278 306 354 367 394 419 448 493 512 532 556 581
## [58] 604 622 614 637 639 647 661 655 665 664 669 670 675 675 671 676 678 678 678
## [77] 678 679 676 678 679## [1] 1 1 1 0 1 0 2 1 0 1 0 0 1 1 1 3 3 3 5
## [20] 4 7 8 9 7 6 13 10 15 21 27 26 25 32 33 49 60 70 81
## [39] 107 108 139 168 196 198 244 248 285 329 373 400 432 459 483 522 524 556 576
## [58] 607 613 628 632 645 651 658 656 664 672 671 661 666 670 678 679 676 673 679
## [77] 679 679 678 679 678