CDI-CAT-SP Norms Tables
George Kachergis
2025-09-23
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 Spanish, we will produce simulated CDI-CAT scores for the new norms sample, and then create CAT ability norms using those scores.
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Ability Norms
WG: Both Sexes
## GAMLSS-RS iteration 1: Global Deviance = 733.7919
## GAMLSS-RS iteration 2: Global Deviance = 733.783
## GAMLSS-RS iteration 3: Global Deviance = 733.783
| 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 | -3.472578 | -3.310104 | -3.207019 | -3.129473 | -3.07 | -3.01 | -2.97 | -2.92 | -2.89 | -2.85 | -2.82 | -2.79 | -2.76 | -2.73 | -2.70 | -2.68 | -2.65 | -2.63 | -2.61 | -2.59 | -2.57 | -2.55 | -2.53 | -2.51 | -2.49 | -2.47 | -2.45 | -2.43 | -2.42 | -2.40 | -2.38 | -2.36 | -2.35 | -2.33 | -2.32 | -2.30 | -2.28 | -2.27 | -2.25 | -2.24 | -2.22 | -2.21 | -2.19 | -2.18 | -2.16 | -2.15 | -2.13 | -2.12 | -2.10 | -2.09 | -2.07 | -2.06 | -2.04 | -2.03 | -2.01 | -2.00 | -1.98 | -1.97 | -1.95 | -1.94 | -1.92 | -1.90 | -1.89 | -1.87 | -1.86 | -1.84 | -1.82 | -1.81 | -1.79 | -1.77 | -1.76 | -1.74 | -1.72 | -1.70 | -1.68 | -1.67 | -1.65 | -1.63 | -1.61 | -1.58 | -1.56 | -1.54 | -1.52 | -1.49 | -1.47 | -1.44 | -1.41 | -1.39 | -1.36 | -1.32 | -1.29 | -1.25 | -1.21 | -1.16 | -1.11 | -1.04 | -0.97 | -0.86 | -0.70 | 89 |
| 13 | -3.399237 | -3.236763 | -3.133678 | -3.056132 | -2.99 | -2.94 | -2.89 | -2.85 | -2.81 | -2.78 | -2.74 | -2.71 | -2.68 | -2.66 | -2.63 | -2.61 | -2.58 | -2.56 | -2.54 | -2.51 | -2.49 | -2.47 | -2.45 | -2.43 | -2.41 | -2.40 | -2.38 | -2.36 | -2.34 | -2.33 | -2.31 | -2.29 | -2.27 | -2.26 | -2.24 | -2.23 | -2.21 | -2.19 | -2.18 | -2.16 | -2.15 | -2.13 | -2.12 | -2.10 | -2.09 | -2.07 | -2.06 | -2.04 | -2.03 | -2.01 | -2.00 | -1.98 | -1.97 | -1.95 | -1.94 | -1.92 | -1.91 | -1.89 | -1.88 | -1.86 | -1.85 | -1.83 | -1.81 | -1.80 | -1.78 | -1.77 | -1.75 | -1.73 | -1.72 | -1.70 | -1.68 | -1.67 | -1.65 | -1.63 | -1.61 | -1.59 | -1.57 | -1.55 | -1.53 | -1.51 | -1.49 | -1.47 | -1.44 | -1.42 | -1.39 | -1.37 | -1.34 | -1.31 | -1.28 | -1.25 | -1.21 | -1.18 | -1.13 | -1.09 | -1.03 | -0.97 | -0.89 | -0.79 | -0.63 | 83 |
| 14 | -3.325201 | -3.162727 | -3.059643 | -2.982096 | -2.92 | -2.87 | -2.82 | -2.78 | -2.74 | -2.70 | -2.67 | -2.64 | -2.61 | -2.58 | -2.56 | -2.53 | -2.51 | -2.48 | -2.46 | -2.44 | -2.42 | -2.40 | -2.38 | -2.36 | -2.34 | -2.32 | -2.30 | -2.29 | -2.27 | -2.25 | -2.23 | -2.22 | -2.20 | -2.18 | -2.17 | -2.15 | -2.14 | -2.12 | -2.11 | -2.09 | -2.07 | -2.06 | -2.04 | -2.03 | -2.01 | -2.00 | -1.98 | -1.97 | -1.95 | -1.94 | -1.92 | -1.91 | -1.89 | -1.88 | -1.86 | -1.85 | -1.83 | -1.82 | -1.80 | -1.79 | -1.77 | -1.76 | -1.74 | -1.73 | -1.71 | -1.69 | -1.68 | -1.66 | -1.64 | -1.63 | -1.61 | -1.59 | -1.57 | -1.56 | -1.54 | -1.52 | -1.50 | -1.48 | -1.46 | -1.44 | -1.42 | -1.39 | -1.37 | -1.35 | -1.32 | -1.29 | -1.27 | -1.24 | -1.21 | -1.17 | -1.14 | -1.10 | -1.06 | -1.01 | -0.96 | -0.90 | -0.82 | -0.71 | -0.55 | 76 |
| 15 | -3.249465 | -3.086991 | -2.983907 | -2.906361 | -2.84 | -2.79 | -2.74 | -2.70 | -2.66 | -2.63 | -2.59 | -2.56 | -2.53 | -2.51 | -2.48 | -2.46 | -2.43 | -2.41 | -2.39 | -2.36 | -2.34 | -2.32 | -2.30 | -2.28 | -2.26 | -2.25 | -2.23 | -2.21 | -2.19 | -2.18 | -2.16 | -2.14 | -2.13 | -2.11 | -2.09 | -2.08 | -2.06 | -2.04 | -2.03 | -2.01 | -2.00 | -1.98 | -1.97 | -1.95 | -1.94 | -1.92 | -1.91 | -1.89 | -1.88 | -1.86 | -1.85 | -1.83 | -1.82 | -1.80 | -1.79 | -1.77 | -1.76 | -1.74 | -1.73 | -1.71 | -1.70 | -1.68 | -1.67 | -1.65 | -1.63 | -1.62 | -1.60 | -1.58 | -1.57 | -1.55 | -1.53 | -1.52 | -1.50 | -1.48 | -1.46 | -1.44 | -1.42 | -1.40 | -1.38 | -1.36 | -1.34 | -1.32 | -1.29 | -1.27 | -1.25 | -1.22 | -1.19 | -1.16 | -1.13 | -1.10 | -1.06 | -1.03 | -0.98 | -0.94 | -0.88 | -0.82 | -0.74 | -0.64 | -0.48 | 61 |
| 16 | -3.171871 | -3.009398 | -2.906313 | -2.828767 | -2.77 | -2.71 | -2.66 | -2.62 | -2.58 | -2.55 | -2.52 | -2.49 | -2.46 | -2.43 | -2.40 | -2.38 | -2.35 | -2.33 | -2.31 | -2.29 | -2.27 | -2.25 | -2.23 | -2.21 | -2.19 | -2.17 | -2.15 | -2.13 | -2.12 | -2.10 | -2.08 | -2.06 | -2.05 | -2.03 | -2.01 | -2.00 | -1.98 | -1.97 | -1.95 | -1.94 | -1.92 | -1.91 | -1.89 | -1.88 | -1.86 | -1.85 | -1.83 | -1.82 | -1.80 | -1.79 | -1.77 | -1.76 | -1.74 | -1.73 | -1.71 | -1.70 | -1.68 | -1.66 | -1.65 | -1.63 | -1.62 | -1.60 | -1.59 | -1.57 | -1.56 | -1.54 | -1.52 | -1.51 | -1.49 | -1.47 | -1.46 | -1.44 | -1.42 | -1.40 | -1.38 | -1.36 | -1.34 | -1.33 | -1.30 | -1.28 | -1.26 | -1.24 | -1.22 | -1.19 | -1.17 | -1.14 | -1.11 | -1.09 | -1.05 | -1.02 | -0.99 | -0.95 | -0.91 | -0.86 | -0.80 | -0.74 | -0.66 | -0.56 | -0.40 | 143 |
| 17 | -3.092760 | -2.930287 | -2.827202 | -2.749656 | -2.69 | -2.63 | -2.59 | -2.54 | -2.51 | -2.47 | -2.44 | -2.41 | -2.38 | -2.35 | -2.32 | -2.30 | -2.27 | -2.25 | -2.23 | -2.21 | -2.19 | -2.17 | -2.15 | -2.13 | -2.11 | -2.09 | -2.07 | -2.05 | -2.04 | -2.02 | -2.00 | -1.98 | -1.97 | -1.95 | -1.94 | -1.92 | -1.90 | -1.89 | -1.87 | -1.86 | -1.84 | -1.83 | -1.81 | -1.80 | -1.78 | -1.77 | -1.75 | -1.74 | -1.72 | -1.71 | -1.69 | -1.68 | -1.66 | -1.65 | -1.63 | -1.62 | -1.60 | -1.59 | -1.57 | -1.56 | -1.54 | -1.52 | -1.51 | -1.49 | -1.48 | -1.46 | -1.44 | -1.43 | -1.41 | -1.39 | -1.38 | -1.36 | -1.34 | -1.32 | -1.30 | -1.29 | -1.27 | -1.25 | -1.23 | -1.20 | -1.18 | -1.16 | -1.14 | -1.11 | -1.09 | -1.06 | -1.03 | -1.01 | -0.98 | -0.94 | -0.91 | -0.87 | -0.83 | -0.78 | -0.73 | -0.66 | -0.59 | -0.48 | -0.32 | 114 |
| 18 | -3.012707 | -2.850233 | -2.747149 | -2.669602 | -2.61 | -2.55 | -2.51 | -2.46 | -2.43 | -2.39 | -2.36 | -2.33 | -2.30 | -2.27 | -2.24 | -2.22 | -2.19 | -2.17 | -2.15 | -2.13 | -2.11 | -2.09 | -2.07 | -2.05 | -2.03 | -2.01 | -1.99 | -1.97 | -1.96 | -1.94 | -1.92 | -1.90 | -1.89 | -1.87 | -1.86 | -1.84 | -1.82 | -1.81 | -1.79 | -1.78 | -1.76 | -1.75 | -1.73 | -1.72 | -1.70 | -1.69 | -1.67 | -1.66 | -1.64 | -1.63 | -1.61 | -1.60 | -1.58 | -1.57 | -1.55 | -1.54 | -1.52 | -1.51 | -1.49 | -1.48 | -1.46 | -1.44 | -1.43 | -1.41 | -1.40 | -1.38 | -1.36 | -1.35 | -1.33 | -1.31 | -1.30 | -1.28 | -1.26 | -1.24 | -1.22 | -1.21 | -1.19 | -1.17 | -1.15 | -1.12 | -1.10 | -1.08 | -1.06 | -1.03 | -1.01 | -0.98 | -0.95 | -0.93 | -0.90 | -0.86 | -0.83 | -0.79 | -0.75 | -0.70 | -0.65 | -0.58 | -0.51 | -0.40 | -0.24 | 139 |
WG: Males
## GAMLSS-RS iteration 1: Global Deviance = 371.8446
## GAMLSS-RS iteration 2: Global Deviance = 371.8431
## GAMLSS-RS iteration 3: Global Deviance = 371.8431| 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 | -3.393140 | -3.239968 | -3.142785 | -3.069678 | -3.01 | -2.96 | -2.92 | -2.88 | -2.84 | -2.81 | -2.78 | -2.75 | -2.72 | -2.69 | -2.67 | -2.64 | -2.62 | -2.60 | -2.58 | -2.56 | -2.54 | -2.52 | -2.50 | -2.48 | -2.46 | -2.45 | -2.43 | -2.41 | -2.40 | -2.38 | -2.36 | -2.35 | -2.33 | -2.32 | -2.30 | -2.29 | -2.27 | -2.26 | -2.24 | -2.23 | -2.21 | -2.20 | -2.19 | -2.17 | -2.16 | -2.14 | -2.13 | -2.11 | -2.10 | -2.09 | -2.07 | -2.06 | -2.04 | -2.03 | -2.02 | -2.00 | -1.99 | -1.97 | -1.96 | -1.94 | -1.93 | -1.91 | -1.90 | -1.88 | -1.87 | -1.85 | -1.84 | -1.82 | -1.81 | -1.79 | -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 | -1.50 | -1.48 | -1.45 | -1.43 | -1.40 | -1.37 | -1.33 | -1.30 | -1.26 | -1.21 | -1.16 | -1.10 | -1.03 | -0.93 | -0.78 | 48 |
| 13 | -3.326921 | -3.173507 | -3.076171 | -3.002949 | -2.94 | -2.89 | -2.85 | -2.81 | -2.77 | -2.74 | -2.71 | -2.68 | -2.65 | -2.63 | -2.60 | -2.58 | -2.55 | -2.53 | -2.51 | -2.49 | -2.47 | -2.45 | -2.43 | -2.42 | -2.40 | -2.38 | -2.36 | -2.35 | -2.33 | -2.31 | -2.30 | -2.28 | -2.27 | -2.25 | -2.23 | -2.22 | -2.20 | -2.19 | -2.17 | -2.16 | -2.15 | -2.13 | -2.12 | -2.10 | -2.09 | -2.07 | -2.06 | -2.05 | -2.03 | -2.02 | -2.00 | -1.99 | -1.98 | -1.96 | -1.95 | -1.93 | -1.92 | -1.90 | -1.89 | -1.88 | -1.86 | -1.85 | -1.83 | -1.82 | -1.80 | -1.79 | -1.77 | -1.75 | -1.74 | -1.72 | -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 | -1.38 | -1.36 | -1.33 | -1.30 | -1.26 | -1.23 | -1.19 | -1.14 | -1.09 | -1.03 | -0.96 | -0.86 | -0.71 | 35 |
| 14 | -3.260346 | -3.106741 | -3.009283 | -2.935969 | -2.88 | -2.83 | -2.78 | -2.74 | -2.70 | -2.67 | -2.64 | -2.61 | -2.58 | -2.56 | -2.53 | -2.51 | -2.49 | -2.47 | -2.44 | -2.42 | -2.40 | -2.38 | -2.37 | -2.35 | -2.33 | -2.31 | -2.29 | -2.28 | -2.26 | -2.24 | -2.23 | -2.21 | -2.20 | -2.18 | -2.17 | -2.15 | -2.14 | -2.12 | -2.11 | -2.09 | -2.08 | -2.06 | -2.05 | -2.03 | -2.02 | -2.01 | -1.99 | -1.98 | -1.96 | -1.95 | -1.94 | -1.92 | -1.91 | -1.89 | -1.88 | -1.86 | -1.85 | -1.84 | -1.82 | -1.81 | -1.79 | -1.78 | -1.76 | -1.75 | -1.73 | -1.72 | -1.70 | -1.69 | -1.67 | -1.65 | -1.64 | -1.62 | -1.60 | -1.59 | -1.57 | -1.55 | -1.53 | -1.51 | -1.50 | -1.48 | -1.45 | -1.43 | -1.41 | -1.39 | -1.37 | -1.34 | -1.31 | -1.29 | -1.26 | -1.23 | -1.19 | -1.16 | -1.12 | -1.07 | -1.02 | -0.96 | -0.89 | -0.79 | -0.64 | 26 |
| 15 | -3.192963 | -3.039227 | -2.941686 | -2.868309 | -2.81 | -2.76 | -2.71 | -2.67 | -2.64 | -2.60 | -2.57 | -2.54 | -2.52 | -2.49 | -2.47 | -2.44 | -2.42 | -2.40 | -2.38 | -2.36 | -2.34 | -2.32 | -2.30 | -2.28 | -2.26 | -2.24 | -2.23 | -2.21 | -2.19 | -2.18 | -2.16 | -2.14 | -2.13 | -2.11 | -2.10 | -2.08 | -2.07 | -2.05 | -2.04 | -2.02 | -2.01 | -1.99 | -1.98 | -1.97 | -1.95 | -1.94 | -1.92 | -1.91 | -1.90 | -1.88 | -1.87 | -1.85 | -1.84 | -1.82 | -1.81 | -1.80 | -1.78 | -1.77 | -1.75 | -1.74 | -1.72 | -1.71 | -1.69 | -1.68 | -1.66 | -1.65 | -1.63 | -1.62 | -1.60 | -1.59 | -1.57 | -1.55 | -1.54 | -1.52 | -1.50 | -1.48 | -1.46 | -1.45 | -1.43 | -1.41 | -1.39 | -1.36 | -1.34 | -1.32 | -1.30 | -1.27 | -1.25 | -1.22 | -1.19 | -1.16 | -1.12 | -1.09 | -1.05 | -1.00 | -0.95 | -0.89 | -0.82 | -0.72 | -0.57 | 28 |
| 16 | -3.124245 | -2.970450 | -2.872872 | -2.799468 | -2.74 | -2.69 | -2.64 | -2.60 | -2.57 | -2.53 | -2.50 | -2.47 | -2.45 | -2.42 | -2.40 | -2.37 | -2.35 | -2.33 | -2.31 | -2.29 | -2.27 | -2.25 | -2.23 | -2.21 | -2.19 | -2.17 | -2.16 | -2.14 | -2.12 | -2.11 | -2.09 | -2.08 | -2.06 | -2.04 | -2.03 | -2.01 | -2.00 | -1.98 | -1.97 | -1.95 | -1.94 | -1.93 | -1.91 | -1.90 | -1.88 | -1.87 | -1.85 | -1.84 | -1.83 | -1.81 | -1.80 | -1.78 | -1.77 | -1.76 | -1.74 | -1.73 | -1.71 | -1.70 | -1.68 | -1.67 | -1.65 | -1.64 | -1.62 | -1.61 | -1.59 | -1.58 | -1.56 | -1.55 | -1.53 | -1.52 | -1.50 | -1.48 | -1.47 | -1.45 | -1.43 | -1.41 | -1.39 | -1.38 | -1.36 | -1.34 | -1.32 | -1.30 | -1.27 | -1.25 | -1.23 | -1.20 | -1.18 | -1.15 | -1.12 | -1.09 | -1.06 | -1.02 | -0.98 | -0.93 | -0.88 | -0.82 | -0.75 | -0.65 | -0.50 | 34 |
| 17 | -3.054234 | -2.900429 | -2.802845 | -2.729436 | -2.67 | -2.62 | -2.57 | -2.53 | -2.50 | -2.46 | -2.43 | -2.40 | -2.38 | -2.35 | -2.33 | -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 | -2.04 | -2.02 | -2.01 | -1.99 | -1.97 | -1.96 | -1.94 | -1.93 | -1.91 | -1.90 | -1.88 | -1.87 | -1.86 | -1.84 | -1.83 | -1.81 | -1.80 | -1.78 | -1.77 | -1.76 | -1.74 | -1.73 | -1.71 | -1.70 | -1.69 | -1.67 | -1.66 | -1.64 | -1.63 | -1.61 | -1.60 | -1.58 | -1.57 | -1.55 | -1.54 | -1.52 | -1.51 | -1.49 | -1.48 | -1.46 | -1.45 | -1.43 | -1.41 | -1.40 | -1.38 | -1.36 | -1.34 | -1.32 | -1.31 | -1.29 | -1.27 | -1.25 | -1.23 | -1.20 | -1.18 | -1.16 | -1.13 | -1.11 | -1.08 | -1.05 | -1.02 | -0.99 | -0.95 | -0.91 | -0.86 | -0.81 | -0.75 | -0.68 | -0.58 | -0.43 | 20 |
| 18 | -2.983655 | -2.829850 | -2.732266 | -2.658857 | -2.60 | -2.55 | -2.50 | -2.46 | -2.43 | -2.39 | -2.36 | -2.33 | -2.31 | -2.28 | -2.26 | -2.23 | -2.21 | -2.19 | -2.17 | -2.15 | -2.13 | -2.11 | -2.09 | -2.07 | -2.05 | -2.03 | -2.02 | -2.00 | -1.98 | -1.97 | -1.95 | -1.93 | -1.92 | -1.90 | -1.89 | -1.87 | -1.86 | -1.84 | -1.83 | -1.81 | -1.80 | -1.79 | -1.77 | -1.76 | -1.74 | -1.73 | -1.71 | -1.70 | -1.69 | -1.67 | -1.66 | -1.64 | -1.63 | -1.61 | -1.60 | -1.59 | -1.57 | -1.56 | -1.54 | -1.53 | -1.51 | -1.50 | -1.48 | -1.47 | -1.45 | -1.44 | -1.42 | -1.41 | -1.39 | -1.38 | -1.36 | -1.34 | -1.33 | -1.31 | -1.29 | -1.27 | -1.25 | -1.24 | -1.22 | -1.20 | -1.18 | -1.15 | -1.13 | -1.11 | -1.09 | -1.06 | -1.04 | -1.01 | -0.98 | -0.95 | -0.91 | -0.88 | -0.84 | -0.79 | -0.74 | -0.68 | -0.61 | -0.51 | -0.36 | 29 |
WG: Females
## GAMLSS-RS iteration 1: Global Deviance = 358.5854
## GAMLSS-RS iteration 2: Global Deviance = 358.5803
## GAMLSS-RS iteration 3: Global Deviance = 358.5803| 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 | -3.560824 | -3.388766 | -3.279601 | -3.197480 | -3.13 | -3.07 | -3.02 | -2.98 | -2.94 | -2.90 | -2.87 | -2.83 | -2.80 | -2.77 | -2.75 | -2.72 | -2.69 | -2.67 | -2.65 | -2.62 | -2.60 | -2.58 | -2.56 | -2.54 | -2.52 | -2.50 | -2.48 | -2.46 | -2.44 | -2.42 | -2.41 | -2.39 | -2.37 | -2.35 | -2.34 | -2.32 | -2.30 | -2.29 | -2.27 | -2.25 | -2.24 | -2.22 | -2.20 | -2.19 | -2.17 | -2.16 | -2.14 | -2.12 | -2.11 | -2.09 | -2.08 | -2.06 | -2.04 | -2.03 | -2.01 | -2.00 | -1.98 | -1.97 | -1.95 | -1.93 | -1.92 | -1.90 | -1.88 | -1.87 | -1.85 | -1.83 | -1.81 | -1.80 | -1.78 | -1.76 | -1.74 | -1.72 | -1.71 | -1.69 | -1.67 | -1.65 | -1.63 | -1.61 | -1.58 | -1.56 | -1.54 | -1.51 | -1.49 | -1.46 | -1.44 | -1.41 | -1.38 | -1.35 | -1.32 | -1.28 | -1.25 | -1.21 | -1.16 | -1.11 | -1.05 | -0.99 | -0.91 | -0.80 | -0.62 | 32 |
| 13 | -3.476401 | -3.304343 | -3.195177 | -3.113056 | -3.05 | -2.99 | -2.94 | -2.89 | -2.85 | -2.82 | -2.78 | -2.75 | -2.72 | -2.69 | -2.66 | -2.64 | -2.61 | -2.59 | -2.56 | -2.54 | -2.52 | -2.50 | -2.47 | -2.45 | -2.43 | -2.41 | -2.39 | -2.38 | -2.36 | -2.34 | -2.32 | -2.30 | -2.29 | -2.27 | -2.25 | -2.23 | -2.22 | -2.20 | -2.18 | -2.17 | -2.15 | -2.14 | -2.12 | -2.10 | -2.09 | -2.07 | -2.06 | -2.04 | -2.02 | -2.01 | -1.99 | -1.98 | -1.96 | -1.94 | -1.93 | -1.91 | -1.90 | -1.88 | -1.86 | -1.85 | -1.83 | -1.82 | -1.80 | -1.78 | -1.76 | -1.75 | -1.73 | -1.71 | -1.70 | -1.68 | -1.66 | -1.64 | -1.62 | -1.60 | -1.58 | -1.56 | -1.54 | -1.52 | -1.50 | -1.48 | -1.45 | -1.43 | -1.41 | -1.38 | -1.35 | -1.33 | -1.30 | -1.27 | -1.23 | -1.20 | -1.16 | -1.12 | -1.08 | -1.03 | -0.97 | -0.90 | -0.82 | -0.71 | -0.54 | 38 |
| 14 | -3.391226 | -3.219168 | -3.110002 | -3.027881 | -2.96 | -2.90 | -2.85 | -2.81 | -2.77 | -2.73 | -2.70 | -2.66 | -2.63 | -2.60 | -2.58 | -2.55 | -2.53 | -2.50 | -2.48 | -2.45 | -2.43 | -2.41 | -2.39 | -2.37 | -2.35 | -2.33 | -2.31 | -2.29 | -2.27 | -2.25 | -2.24 | -2.22 | -2.20 | -2.18 | -2.17 | -2.15 | -2.13 | -2.12 | -2.10 | -2.08 | -2.07 | -2.05 | -2.03 | -2.02 | -2.00 | -1.99 | -1.97 | -1.95 | -1.94 | -1.92 | -1.91 | -1.89 | -1.88 | -1.86 | -1.84 | -1.83 | -1.81 | -1.80 | -1.78 | -1.76 | -1.75 | -1.73 | -1.71 | -1.70 | -1.68 | -1.66 | -1.65 | -1.63 | -1.61 | -1.59 | -1.57 | -1.56 | -1.54 | -1.52 | -1.50 | -1.48 | -1.46 | -1.44 | -1.41 | -1.39 | -1.37 | -1.35 | -1.32 | -1.30 | -1.27 | -1.24 | -1.21 | -1.18 | -1.15 | -1.11 | -1.08 | -1.04 | -0.99 | -0.94 | -0.88 | -0.82 | -0.74 | -0.63 | -0.45 | 36 |
| 15 | -3.304645 | -3.132587 | -3.023421 | -2.941301 | -2.87 | -2.82 | -2.77 | -2.72 | -2.68 | -2.65 | -2.61 | -2.58 | -2.55 | -2.52 | -2.49 | -2.46 | -2.44 | -2.41 | -2.39 | -2.37 | -2.35 | -2.32 | -2.30 | -2.28 | -2.26 | -2.24 | -2.22 | -2.20 | -2.19 | -2.17 | -2.15 | -2.13 | -2.11 | -2.10 | -2.08 | -2.06 | -2.05 | -2.03 | -2.01 | -2.00 | -1.98 | -1.96 | -1.95 | -1.93 | -1.92 | -1.90 | -1.88 | -1.87 | -1.85 | -1.84 | -1.82 | -1.80 | -1.79 | -1.77 | -1.76 | -1.74 | -1.72 | -1.71 | -1.69 | -1.68 | -1.66 | -1.64 | -1.63 | -1.61 | -1.59 | -1.58 | -1.56 | -1.54 | -1.52 | -1.51 | -1.49 | -1.47 | -1.45 | -1.43 | -1.41 | -1.39 | -1.37 | -1.35 | -1.33 | -1.31 | -1.28 | -1.26 | -1.23 | -1.21 | -1.18 | -1.15 | -1.13 | -1.09 | -1.06 | -1.03 | -0.99 | -0.95 | -0.90 | -0.85 | -0.80 | -0.73 | -0.65 | -0.54 | -0.37 | 18 |
| 16 | -3.216856 | -3.044798 | -2.935632 | -2.853511 | -2.79 | -2.73 | -2.68 | -2.64 | -2.59 | -2.56 | -2.52 | -2.49 | -2.46 | -2.43 | -2.40 | -2.38 | -2.35 | -2.33 | -2.30 | -2.28 | -2.26 | -2.24 | -2.21 | -2.19 | -2.17 | -2.15 | -2.14 | -2.12 | -2.10 | -2.08 | -2.06 | -2.04 | -2.03 | -2.01 | -1.99 | -1.97 | -1.96 | -1.94 | -1.92 | -1.91 | -1.89 | -1.88 | -1.86 | -1.84 | -1.83 | -1.81 | -1.80 | -1.78 | -1.76 | -1.75 | -1.73 | -1.72 | -1.70 | -1.69 | -1.67 | -1.65 | -1.64 | -1.62 | -1.60 | -1.59 | -1.57 | -1.56 | -1.54 | -1.52 | -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 | -1.19 | -1.17 | -1.15 | -1.12 | -1.09 | -1.07 | -1.04 | -1.01 | -0.97 | -0.94 | -0.90 | -0.86 | -0.82 | -0.77 | -0.71 | -0.64 | -0.56 | -0.45 | -0.28 | 25 |
| 17 | -3.128322 | -2.956262 | -2.847097 | -2.764975 | -2.70 | -2.64 | -2.59 | -2.55 | -2.51 | -2.47 | -2.43 | -2.40 | -2.37 | -2.34 | -2.31 | -2.29 | -2.26 | -2.24 | -2.21 | -2.19 | -2.17 | -2.15 | -2.13 | -2.11 | -2.09 | -2.07 | -2.05 | -2.03 | -2.01 | -1.99 | -1.97 | -1.96 | -1.94 | -1.92 | -1.90 | -1.89 | -1.87 | -1.85 | -1.84 | -1.82 | -1.80 | -1.79 | -1.77 | -1.76 | -1.74 | -1.72 | -1.71 | -1.69 | -1.68 | -1.66 | -1.64 | -1.63 | -1.61 | -1.60 | -1.58 | -1.56 | -1.55 | -1.53 | -1.52 | -1.50 | -1.48 | -1.47 | -1.45 | -1.43 | -1.42 | -1.40 | -1.38 | -1.36 | -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 | -1.08 | -1.06 | -1.03 | -1.01 | -0.98 | -0.95 | -0.92 | -0.89 | -0.85 | -0.81 | -0.77 | -0.73 | -0.68 | -0.62 | -0.55 | -0.47 | -0.36 | -0.19 | 18 |
| 18 | -3.039267 | -2.867208 | -2.758042 | -2.675920 | -2.61 | -2.55 | -2.50 | -2.46 | -2.42 | -2.38 | -2.35 | -2.31 | -2.28 | -2.25 | -2.23 | -2.20 | -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 | -1.87 | -1.85 | -1.83 | -1.81 | -1.80 | -1.78 | -1.76 | -1.75 | -1.73 | -1.71 | -1.70 | -1.68 | -1.67 | -1.65 | -1.63 | -1.62 | -1.60 | -1.59 | -1.57 | -1.56 | -1.54 | -1.52 | -1.51 | -1.49 | -1.48 | -1.46 | -1.44 | -1.43 | -1.41 | -1.39 | -1.38 | -1.36 | -1.34 | -1.33 | -1.31 | -1.29 | -1.28 | -1.26 | -1.24 | -1.22 | -1.20 | -1.18 | -1.16 | -1.15 | -1.13 | -1.10 | -1.08 | -1.06 | -1.04 | -1.02 | -0.99 | -0.97 | -0.94 | -0.92 | -0.89 | -0.86 | -0.83 | -0.80 | -0.76 | -0.72 | -0.68 | -0.64 | -0.59 | -0.53 | -0.47 | -0.38 | -0.27 | -0.10 | 20 |
WS: Both Sexes
## GAMLSS-RS iteration 1: Global Deviance = 2721.327
## GAMLSS-RS iteration 2: Global Deviance = 2721.108
## GAMLSS-RS iteration 3: Global Deviance = 2721.108
| 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 | -2.6406895 | -2.4305375 | -2.2972028 | -2.1969002 | -2.12 | -2.05 | -1.98 | -1.93 | -1.88 | -1.84 | -1.79 | -1.75 | -1.72 | -1.68 | -1.65 | -1.61 | -1.58 | -1.55 | -1.52 | -1.50 | -1.47 | -1.44 | -1.42 | -1.39 | -1.37 | -1.34 | -1.32 | -1.30 | -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 | -0.96 | -0.94 | -0.92 | -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 | -0.65 | -0.63 | -0.61 | -0.59 | -0.57 | -0.55 | -0.53 | -0.51 | -0.49 | -0.46 | -0.44 | -0.42 | -0.40 | -0.37 | -0.35 | -0.33 | -0.30 | -0.28 | -0.25 | -0.23 | -0.20 | -0.17 | -0.14 | -0.11 | -0.08 | -0.05 | -0.01 | 0.02 | 0.06 | 0.10 | 0.14 | 0.19 | 0.24 | 0.29 | 0.35 | 0.42 | 0.50 | 0.60 | 0.74 | 0.95 | 143 |
| 17 | -2.5186324 | -2.3054065 | -2.1701216 | -2.0683520 | -1.99 | -1.92 | -1.85 | -1.80 | -1.75 | -1.70 | -1.66 | -1.62 | -1.58 | -1.54 | -1.51 | -1.48 | -1.45 | -1.41 | -1.39 | -1.36 | -1.33 | -1.30 | -1.28 | -1.25 | -1.23 | -1.20 | -1.18 | -1.15 | -1.13 | -1.11 | -1.09 | -1.06 | -1.04 | -1.02 | -1.00 | -0.98 | -0.96 | -0.94 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.76 | -0.74 | -0.72 | -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 | -0.35 | -0.33 | -0.31 | -0.29 | -0.27 | -0.24 | -0.22 | -0.20 | -0.17 | -0.15 | -0.12 | -0.09 | -0.07 | -0.04 | -0.01 | 0.02 | 0.05 | 0.08 | 0.11 | 0.15 | 0.18 | 0.22 | 0.26 | 0.30 | 0.35 | 0.40 | 0.46 | 0.52 | 0.59 | 0.67 | 0.77 | 0.91 | 1.12 | 114 |
| 18 | -2.3997364 | -2.1831592 | -2.0457479 | -1.9423787 | -1.86 | -1.79 | -1.72 | -1.67 | -1.62 | -1.57 | -1.53 | -1.48 | -1.45 | -1.41 | -1.37 | -1.34 | -1.31 | -1.28 | -1.25 | -1.22 | -1.19 | -1.16 | -1.14 | -1.11 | -1.09 | -1.06 | -1.04 | -1.01 | -0.99 | -0.97 | -0.95 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.79 | -0.77 | -0.75 | -0.73 | -0.71 | -0.69 | -0.67 | -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 | -0.22 | -0.20 | -0.18 | -0.16 | -0.13 | -0.11 | -0.09 | -0.06 | -0.04 | -0.02 | 0.01 | 0.04 | 0.06 | 0.09 | 0.12 | 0.15 | 0.18 | 0.21 | 0.24 | 0.27 | 0.31 | 0.34 | 0.38 | 0.42 | 0.47 | 0.51 | 0.56 | 0.62 | 0.68 | 0.76 | 0.84 | 0.94 | 1.08 | 1.30 | 139 |
| 19 | -2.2848721 | -2.0646473 | -1.9249218 | -1.8198117 | -1.73 | -1.66 | -1.60 | -1.54 | -1.49 | -1.44 | -1.40 | -1.35 | -1.32 | -1.28 | -1.24 | -1.21 | -1.18 | -1.14 | -1.11 | -1.09 | -1.06 | -1.03 | -1.00 | -0.98 | -0.95 | -0.93 | -0.90 | -0.88 | -0.85 | -0.83 | -0.81 | -0.78 | -0.76 | -0.74 | -0.72 | -0.70 | -0.67 | -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 | -0.36 | -0.34 | -0.32 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -0.12 | -0.09 | -0.07 | -0.05 | -0.03 | 0.00 | 0.02 | 0.04 | 0.07 | 0.09 | 0.11 | 0.14 | 0.17 | 0.19 | 0.22 | 0.25 | 0.27 | 0.30 | 0.33 | 0.37 | 0.40 | 0.43 | 0.47 | 0.50 | 0.54 | 0.59 | 0.63 | 0.68 | 0.73 | 0.79 | 0.85 | 0.92 | 1.01 | 1.11 | 1.25 | 1.47 | 71 |
| 20 | -2.1731456 | -1.9491721 | -1.8070681 | -1.7001689 | -1.61 | -1.54 | -1.47 | -1.42 | -1.36 | -1.31 | -1.27 | -1.23 | -1.19 | -1.15 | -1.11 | -1.08 | -1.05 | -1.01 | -0.98 | -0.95 | -0.92 | -0.90 | -0.87 | -0.84 | -0.82 | -0.79 | -0.77 | -0.74 | -0.72 | -0.69 | -0.67 | -0.65 | -0.62 | -0.60 | -0.58 | -0.56 | -0.53 | -0.51 | -0.49 | -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 | -0.07 | -0.05 | -0.03 | -0.01 | 0.01 | 0.03 | 0.05 | 0.08 | 0.10 | 0.12 | 0.15 | 0.17 | 0.19 | 0.22 | 0.24 | 0.27 | 0.29 | 0.32 | 0.35 | 0.37 | 0.40 | 0.43 | 0.46 | 0.49 | 0.52 | 0.56 | 0.59 | 0.63 | 0.66 | 0.70 | 0.75 | 0.79 | 0.84 | 0.89 | 0.95 | 1.02 | 1.09 | 1.18 | 1.28 | 1.43 | 1.65 | 97 |
| 21 | -2.0622696 | -1.8347560 | -1.6904059 | -1.5818169 | -1.49 | -1.42 | -1.35 | -1.29 | -1.24 | -1.19 | -1.14 | -1.10 | -1.06 | -1.02 | -0.99 | -0.95 | -0.92 | -0.88 | -0.85 | -0.82 | -0.79 | -0.77 | -0.74 | -0.71 | -0.68 | -0.66 | -0.63 | -0.61 | -0.58 | -0.56 | -0.53 | -0.51 | -0.49 | -0.46 | -0.44 | -0.42 | -0.40 | -0.38 | -0.35 | -0.33 | -0.31 | -0.29 | -0.27 | -0.25 | -0.23 | -0.20 | -0.18 | -0.16 | -0.14 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.13 | 0.16 | 0.18 | 0.20 | 0.22 | 0.25 | 0.27 | 0.29 | 0.32 | 0.34 | 0.37 | 0.39 | 0.42 | 0.44 | 0.47 | 0.50 | 0.52 | 0.55 | 0.58 | 0.61 | 0.64 | 0.68 | 0.71 | 0.74 | 0.78 | 0.82 | 0.86 | 0.90 | 0.95 | 1.00 | 1.05 | 1.11 | 1.18 | 1.25 | 1.34 | 1.45 | 1.59 | 1.82 | 76 |
| 22 | -1.9496387 | -1.7190554 | -1.5727577 | -1.4627037 | -1.37 | -1.30 | -1.23 | -1.17 | -1.12 | -1.07 | -1.02 | -0.98 | -0.93 | -0.90 | -0.86 | -0.82 | -0.79 | -0.76 | -0.72 | -0.69 | -0.66 | -0.64 | -0.61 | -0.58 | -0.55 | -0.53 | -0.50 | -0.47 | -0.45 | -0.43 | -0.40 | -0.38 | -0.35 | -0.33 | -0.31 | -0.29 | -0.26 | -0.24 | -0.22 | -0.20 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.07 | -0.05 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.08 | 0.10 | 0.12 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.28 | 0.30 | 0.32 | 0.34 | 0.37 | 0.39 | 0.41 | 0.44 | 0.46 | 0.49 | 0.51 | 0.54 | 0.56 | 0.59 | 0.62 | 0.64 | 0.67 | 0.70 | 0.73 | 0.76 | 0.79 | 0.83 | 0.86 | 0.89 | 0.93 | 0.97 | 1.01 | 1.06 | 1.10 | 1.15 | 1.21 | 1.27 | 1.33 | 1.41 | 1.50 | 1.61 | 1.76 | 1.99 | 68 |
| 23 | -1.8338905 | -1.6007659 | -1.4528557 | -1.3415887 | -1.25 | -1.17 | -1.11 | -1.05 | -0.99 | -0.94 | -0.89 | -0.85 | -0.81 | -0.77 | -0.73 | -0.69 | -0.66 | -0.63 | -0.60 | -0.56 | -0.53 | -0.50 | -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 | -0.08 | -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 | 0.22 | 0.24 | 0.26 | 0.28 | 0.31 | 0.33 | 0.35 | 0.37 | 0.39 | 0.42 | 0.44 | 0.46 | 0.49 | 0.51 | 0.53 | 0.56 | 0.58 | 0.60 | 0.63 | 0.65 | 0.68 | 0.71 | 0.73 | 0.76 | 0.79 | 0.82 | 0.85 | 0.88 | 0.91 | 0.94 | 0.97 | 1.01 | 1.04 | 1.08 | 1.12 | 1.16 | 1.20 | 1.25 | 1.30 | 1.36 | 1.42 | 1.49 | 1.56 | 1.65 | 1.76 | 1.91 | 2.15 | 83 |
| 24 | -1.7144815 | -1.4793388 | -1.3301483 | -1.2179181 | -1.13 | -1.05 | -0.98 | -0.92 | -0.86 | -0.81 | -0.77 | -0.72 | -0.68 | -0.64 | -0.60 | -0.57 | -0.53 | -0.50 | -0.47 | -0.43 | -0.40 | -0.37 | -0.35 | -0.32 | -0.29 | -0.26 | -0.24 | -0.21 | -0.19 | -0.16 | -0.14 | -0.11 | -0.09 | -0.06 | -0.04 | -0.02 | 0.01 | 0.03 | 0.05 | 0.07 | 0.10 | 0.12 | 0.14 | 0.16 | 0.18 | 0.21 | 0.23 | 0.25 | 0.27 | 0.29 | 0.31 | 0.34 | 0.36 | 0.38 | 0.40 | 0.42 | 0.44 | 0.47 | 0.49 | 0.51 | 0.53 | 0.56 | 0.58 | 0.60 | 0.62 | 0.65 | 0.67 | 0.70 | 0.72 | 0.74 | 0.77 | 0.79 | 0.82 | 0.85 | 0.87 | 0.90 | 0.93 | 0.96 | 0.99 | 1.02 | 1.05 | 1.08 | 1.12 | 1.15 | 1.19 | 1.22 | 1.26 | 1.31 | 1.35 | 1.40 | 1.45 | 1.50 | 1.57 | 1.63 | 1.71 | 1.80 | 1.91 | 2.06 | 2.30 | 72 |
| 25 | -1.5915457 | -1.3549380 | -1.2048180 | -1.0918886 | -1.00 | -0.92 | -0.85 | -0.79 | -0.74 | -0.68 | -0.64 | -0.59 | -0.55 | -0.51 | -0.47 | -0.44 | -0.40 | -0.37 | -0.33 | -0.30 | -0.27 | -0.24 | -0.21 | -0.19 | -0.16 | -0.13 | -0.10 | -0.08 | -0.05 | -0.03 | 0.00 | 0.02 | 0.05 | 0.07 | 0.09 | 0.12 | 0.14 | 0.16 | 0.19 | 0.21 | 0.23 | 0.25 | 0.27 | 0.30 | 0.32 | 0.34 | 0.36 | 0.38 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.51 | 0.54 | 0.56 | 0.58 | 0.60 | 0.63 | 0.65 | 0.67 | 0.69 | 0.72 | 0.74 | 0.76 | 0.79 | 0.81 | 0.83 | 0.86 | 0.88 | 0.91 | 0.93 | 0.96 | 0.99 | 1.01 | 1.04 | 1.07 | 1.10 | 1.13 | 1.16 | 1.19 | 1.22 | 1.26 | 1.29 | 1.33 | 1.37 | 1.41 | 1.45 | 1.49 | 1.54 | 1.59 | 1.65 | 1.71 | 1.78 | 1.86 | 1.95 | 2.06 | 2.21 | 2.45 | 73 |
| 26 | -1.4658954 | -1.2283872 | -1.0776959 | -0.9643367 | -0.87 | -0.79 | -0.72 | -0.66 | -0.61 | -0.56 | -0.51 | -0.46 | -0.42 | -0.38 | -0.34 | -0.31 | -0.27 | -0.24 | -0.20 | -0.17 | -0.14 | -0.11 | -0.08 | -0.05 | -0.03 | 0.00 | 0.03 | 0.05 | 0.08 | 0.10 | 0.13 | 0.15 | 0.18 | 0.20 | 0.23 | 0.25 | 0.27 | 0.29 | 0.32 | 0.34 | 0.36 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.50 | 0.52 | 0.54 | 0.56 | 0.58 | 0.60 | 0.63 | 0.65 | 0.67 | 0.69 | 0.71 | 0.74 | 0.76 | 0.78 | 0.80 | 0.83 | 0.85 | 0.87 | 0.90 | 0.92 | 0.94 | 0.97 | 0.99 | 1.02 | 1.04 | 1.07 | 1.09 | 1.12 | 1.15 | 1.18 | 1.20 | 1.23 | 1.26 | 1.29 | 1.33 | 1.36 | 1.39 | 1.43 | 1.46 | 1.50 | 1.54 | 1.58 | 1.63 | 1.68 | 1.73 | 1.79 | 1.85 | 1.92 | 1.99 | 2.09 | 2.20 | 2.35 | 2.59 | 74 |
| 27 | -1.3387013 | -1.1008001 | -0.9498593 | -0.8363125 | -0.74 | -0.67 | -0.60 | -0.53 | -0.48 | -0.43 | -0.38 | -0.33 | -0.29 | -0.25 | -0.21 | -0.18 | -0.14 | -0.11 | -0.07 | -0.04 | -0.01 | 0.02 | 0.05 | 0.08 | 0.10 | 0.13 | 0.16 | 0.18 | 0.21 | 0.23 | 0.26 | 0.28 | 0.31 | 0.33 | 0.36 | 0.38 | 0.40 | 0.42 | 0.45 | 0.47 | 0.49 | 0.52 | 0.54 | 0.56 | 0.58 | 0.60 | 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 | 0.91 | 0.94 | 0.96 | 0.98 | 1.00 | 1.03 | 1.05 | 1.08 | 1.10 | 1.12 | 1.15 | 1.17 | 1.20 | 1.23 | 1.25 | 1.28 | 1.31 | 1.34 | 1.37 | 1.40 | 1.43 | 1.46 | 1.49 | 1.52 | 1.56 | 1.60 | 1.63 | 1.67 | 1.72 | 1.76 | 1.81 | 1.86 | 1.92 | 1.98 | 2.05 | 2.13 | 2.22 | 2.33 | 2.48 | 2.72 | 75 |
| 28 | -1.2118684 | -0.9738345 | -0.8228096 | -0.7091995 | -0.62 | -0.54 | -0.47 | -0.41 | -0.35 | -0.30 | -0.25 | -0.21 | -0.16 | -0.12 | -0.09 | -0.05 | -0.01 | 0.02 | 0.05 | 0.08 | 0.12 | 0.15 | 0.17 | 0.20 | 0.23 | 0.26 | 0.28 | 0.31 | 0.34 | 0.36 | 0.39 | 0.41 | 0.44 | 0.46 | 0.48 | 0.51 | 0.53 | 0.55 | 0.58 | 0.60 | 0.62 | 0.64 | 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 | 0.97 | 1.00 | 1.02 | 1.04 | 1.06 | 1.09 | 1.11 | 1.13 | 1.16 | 1.18 | 1.20 | 1.23 | 1.25 | 1.28 | 1.30 | 1.33 | 1.35 | 1.38 | 1.41 | 1.44 | 1.46 | 1.49 | 1.52 | 1.55 | 1.59 | 1.62 | 1.65 | 1.69 | 1.72 | 1.76 | 1.80 | 1.85 | 1.89 | 1.94 | 1.99 | 2.05 | 2.11 | 2.18 | 2.26 | 2.35 | 2.46 | 2.61 | 2.85 | 79 |
| 29 | -1.0857496 | -0.8476868 | -0.6966437 | -0.5830198 | -0.49 | -0.41 | -0.34 | -0.28 | -0.23 | -0.17 | -0.13 | -0.08 | -0.04 | 0.00 | 0.04 | 0.08 | 0.11 | 0.15 | 0.18 | 0.21 | 0.24 | 0.27 | 0.30 | 0.33 | 0.36 | 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 | 0.84 | 0.86 | 0.88 | 0.90 | 0.92 | 0.95 | 0.97 | 0.99 | 1.01 | 1.03 | 1.06 | 1.08 | 1.10 | 1.12 | 1.14 | 1.17 | 1.19 | 1.21 | 1.24 | 1.26 | 1.28 | 1.31 | 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 | 1.81 | 1.85 | 1.89 | 1.93 | 1.97 | 2.02 | 2.07 | 2.12 | 2.17 | 2.23 | 2.30 | 2.38 | 2.47 | 2.59 | 2.74 | 2.98 | 75 |
| 30 | -0.9600588 | -0.7219960 | -0.5709527 | -0.4573288 | -0.36 | -0.29 | -0.22 | -0.16 | -0.10 | -0.05 | 0.00 | 0.05 | 0.09 | 0.13 | 0.17 | 0.20 | 0.24 | 0.27 | 0.30 | 0.34 | 0.37 | 0.40 | 0.43 | 0.45 | 0.48 | 0.51 | 0.54 | 0.56 | 0.59 | 0.61 | 0.64 | 0.66 | 0.69 | 0.71 | 0.74 | 0.76 | 0.78 | 0.80 | 0.83 | 0.85 | 0.87 | 0.90 | 0.92 | 0.94 | 0.96 | 0.98 | 1.01 | 1.03 | 1.05 | 1.07 | 1.09 | 1.12 | 1.14 | 1.16 | 1.18 | 1.20 | 1.23 | 1.25 | 1.27 | 1.29 | 1.32 | 1.34 | 1.36 | 1.38 | 1.41 | 1.43 | 1.46 | 1.48 | 1.50 | 1.53 | 1.55 | 1.58 | 1.61 | 1.63 | 1.66 | 1.69 | 1.72 | 1.75 | 1.78 | 1.81 | 1.84 | 1.87 | 1.90 | 1.94 | 1.98 | 2.02 | 2.06 | 2.10 | 2.14 | 2.19 | 2.24 | 2.30 | 2.36 | 2.43 | 2.51 | 2.60 | 2.71 | 2.87 | 3.10 | 62 |
WS: Males
## GAMLSS-RS iteration 1: Global Deviance = 1350.721
## GAMLSS-RS iteration 2: Global Deviance = 1349.399
## GAMLSS-RS iteration 3: Global Deviance = 1349.382
## GAMLSS-RS iteration 4: Global Deviance = 1349.382| 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 | -2.691439 | -2.4914772 | -2.3646080 | -2.2691692 | -2.19 | -2.13 | -2.07 | -2.02 | -1.97 | -1.93 | -1.88 | -1.85 | -1.81 | -1.78 | -1.75 | -1.71 | -1.68 | -1.66 | -1.63 | -1.60 | -1.58 | -1.55 | -1.53 | -1.50 | -1.48 | -1.46 | -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 | -1.17 | -1.15 | -1.13 | -1.11 | -1.10 | -1.08 | -1.06 | -1.04 | -1.02 | -1.00 | -0.98 | -0.97 | -0.95 | -0.93 | -0.91 | -0.89 | -0.87 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.76 | -0.74 | -0.72 | -0.70 | -0.68 | -0.66 | -0.64 | -0.62 | -0.60 | -0.58 | -0.56 | -0.54 | -0.51 | -0.49 | -0.47 | -0.44 | -0.42 | -0.39 | -0.37 | -0.34 | -0.31 | -0.29 | -0.26 | -0.22 | -0.19 | -0.16 | -0.12 | -0.09 | -0.04 | 0.00 | 0.05 | 0.10 | 0.16 | 0.22 | 0.30 | 0.39 | 0.52 | 0.72 | 34 |
| 17 | -2.575141 | -2.3696411 | -2.2392581 | -2.1411760 | -2.06 | -1.99 | -1.93 | -1.88 | -1.83 | -1.79 | -1.75 | -1.71 | -1.67 | -1.64 | -1.60 | -1.57 | -1.54 | -1.51 | -1.48 | -1.46 | -1.43 | -1.40 | -1.38 | -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 | -1.01 | -0.99 | -0.97 | -0.95 | -0.94 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.76 | -0.75 | -0.73 | -0.71 | -0.69 | -0.67 | -0.65 | -0.63 | -0.61 | -0.59 | -0.57 | -0.55 | -0.53 | -0.51 | -0.49 | -0.47 | -0.45 | -0.43 | -0.40 | -0.38 | -0.36 | -0.34 | -0.31 | -0.29 | -0.26 | -0.24 | -0.21 | -0.19 | -0.16 | -0.13 | -0.10 | -0.07 | -0.04 | -0.01 | 0.03 | 0.06 | 0.10 | 0.14 | 0.19 | 0.24 | 0.29 | 0.35 | 0.42 | 0.50 | 0.60 | 0.73 | 0.93 | 24 |
| 18 | -2.460893 | -2.2498086 | -2.1158823 | -2.0151347 | -1.93 | -1.86 | -1.80 | -1.75 | -1.70 | -1.65 | -1.61 | -1.57 | -1.53 | -1.50 | -1.46 | -1.43 | -1.40 | -1.37 | -1.34 | -1.31 | -1.28 | -1.26 | -1.23 | -1.21 | -1.18 | -1.16 | -1.13 | -1.11 | -1.09 | -1.07 | -1.04 | -1.02 | -1.00 | -0.98 | -0.96 | -0.94 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.76 | -0.74 | -0.72 | -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 | -0.34 | -0.32 | -0.30 | -0.28 | -0.25 | -0.23 | -0.21 | -0.18 | -0.16 | -0.14 | -0.11 | -0.09 | -0.06 | -0.04 | -0.01 | 0.02 | 0.05 | 0.08 | 0.11 | 0.14 | 0.18 | 0.21 | 0.25 | 0.29 | 0.33 | 0.38 | 0.43 | 0.48 | 0.54 | 0.61 | 0.70 | 0.80 | 0.93 | 1.14 | 31 |
| 19 | -2.347894 | -2.1314585 | -1.9941374 | -1.8908362 | -1.81 | -1.74 | -1.67 | -1.62 | -1.57 | -1.52 | -1.47 | -1.43 | -1.40 | -1.36 | -1.32 | -1.29 | -1.26 | -1.23 | -1.20 | -1.17 | -1.14 | -1.11 | -1.09 | -1.06 | -1.04 | -1.01 | -0.99 | -0.96 | -0.94 | -0.92 | -0.89 | -0.87 | -0.85 | -0.83 | -0.81 | -0.79 | -0.76 | -0.74 | -0.72 | -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 | -0.34 | -0.32 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.19 | -0.17 | -0.15 | -0.13 | -0.11 | -0.08 | -0.06 | -0.04 | -0.01 | 0.01 | 0.03 | 0.06 | 0.09 | 0.11 | 0.14 | 0.17 | 0.20 | 0.23 | 0.26 | 0.29 | 0.32 | 0.36 | 0.39 | 0.43 | 0.47 | 0.52 | 0.56 | 0.61 | 0.67 | 0.73 | 0.81 | 0.89 | 0.99 | 1.13 | 1.35 | 36 |
| 20 | -2.234165 | -2.0129860 | -1.8726550 | -1.7670894 | -1.68 | -1.61 | -1.54 | -1.49 | -1.43 | -1.39 | -1.34 | -1.30 | -1.26 | -1.22 | -1.19 | -1.15 | -1.12 | -1.09 | -1.06 | -1.03 | -1.00 | -0.97 | -0.95 | -0.92 | -0.89 | -0.87 | -0.84 | -0.82 | -0.80 | -0.77 | -0.75 | -0.73 | -0.70 | -0.68 | -0.66 | -0.64 | -0.62 | -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 | -0.24 | -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 | 0.25 | 0.28 | 0.31 | 0.34 | 0.37 | 0.40 | 0.43 | 0.46 | 0.49 | 0.53 | 0.57 | 0.61 | 0.65 | 0.69 | 0.74 | 0.79 | 0.85 | 0.91 | 0.99 | 1.07 | 1.18 | 1.32 | 1.54 | 49 |
| 21 | -2.118230 | -1.8931793 | -1.7503918 | -1.6429783 | -1.56 | -1.48 | -1.42 | -1.36 | -1.30 | -1.26 | -1.21 | -1.17 | -1.13 | -1.09 | -1.05 | -1.02 | -0.99 | -0.95 | -0.92 | -0.89 | -0.86 | -0.84 | -0.81 | -0.78 | -0.75 | -0.73 | -0.70 | -0.68 | -0.65 | -0.63 | -0.61 | -0.58 | -0.56 | -0.54 | -0.52 | -0.49 | -0.47 | -0.45 | -0.43 | -0.41 | -0.39 | -0.36 | -0.34 | -0.32 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -0.11 | -0.09 | -0.07 | -0.05 | -0.03 | -0.01 | 0.01 | 0.03 | 0.05 | 0.08 | 0.10 | 0.12 | 0.14 | 0.17 | 0.19 | 0.21 | 0.24 | 0.26 | 0.28 | 0.31 | 0.33 | 0.36 | 0.39 | 0.41 | 0.44 | 0.47 | 0.50 | 0.53 | 0.56 | 0.59 | 0.62 | 0.66 | 0.69 | 0.73 | 0.77 | 0.81 | 0.86 | 0.91 | 0.96 | 1.02 | 1.09 | 1.16 | 1.25 | 1.36 | 1.50 | 1.72 | 42 |
| 22 | -1.999743 | -1.7717909 | -1.6271625 | -1.5183641 | -1.43 | -1.35 | -1.29 | -1.23 | -1.18 | -1.13 | -1.08 | -1.04 | -1.00 | -0.96 | -0.92 | -0.89 | -0.85 | -0.82 | -0.79 | -0.76 | -0.73 | -0.70 | -0.67 | -0.65 | -0.62 | -0.59 | -0.57 | -0.54 | -0.52 | -0.49 | -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 | -0.05 | -0.03 | -0.01 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 0.11 | 0.14 | 0.16 | 0.18 | 0.20 | 0.22 | 0.25 | 0.27 | 0.29 | 0.31 | 0.34 | 0.36 | 0.38 | 0.41 | 0.43 | 0.46 | 0.48 | 0.51 | 0.54 | 0.56 | 0.59 | 0.62 | 0.65 | 0.68 | 0.71 | 0.74 | 0.78 | 0.81 | 0.85 | 0.89 | 0.93 | 0.97 | 1.02 | 1.07 | 1.12 | 1.18 | 1.25 | 1.32 | 1.41 | 1.52 | 1.66 | 1.89 | 37 |
| 23 | -1.879177 | -1.6492377 | -1.5033483 | -1.3936014 | -1.30 | -1.23 | -1.16 | -1.10 | -1.05 | -1.00 | -0.95 | -0.91 | -0.87 | -0.83 | -0.79 | -0.76 | -0.72 | -0.69 | -0.66 | -0.63 | -0.60 | -0.57 | -0.54 | -0.51 | -0.49 | -0.46 | -0.43 | -0.41 | -0.38 | -0.36 | -0.34 | -0.31 | -0.29 | -0.26 | -0.24 | -0.22 | -0.20 | -0.17 | -0.15 | -0.13 | -0.11 | -0.09 | -0.07 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.08 | 0.10 | 0.13 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.28 | 0.30 | 0.32 | 0.34 | 0.36 | 0.39 | 0.41 | 0.43 | 0.45 | 0.48 | 0.50 | 0.53 | 0.55 | 0.57 | 0.60 | 0.63 | 0.65 | 0.68 | 0.71 | 0.73 | 0.76 | 0.79 | 0.82 | 0.86 | 0.89 | 0.92 | 0.96 | 0.99 | 1.03 | 1.07 | 1.12 | 1.16 | 1.21 | 1.27 | 1.33 | 1.39 | 1.47 | 1.56 | 1.67 | 1.82 | 2.05 | 37 |
| 24 | -1.757247 | -1.5261193 | -1.3794764 | -1.2691627 | -1.18 | -1.10 | -1.04 | -0.98 | -0.92 | -0.87 | -0.82 | -0.78 | -0.74 | -0.70 | -0.66 | -0.63 | -0.59 | -0.56 | -0.53 | -0.50 | -0.47 | -0.44 | -0.41 | -0.38 | -0.36 | -0.33 | -0.30 | -0.28 | -0.25 | -0.23 | -0.21 | -0.18 | -0.16 | -0.13 | -0.11 | -0.09 | -0.07 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.07 | 0.09 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.22 | 0.24 | 0.26 | 0.28 | 0.30 | 0.32 | 0.34 | 0.36 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.50 | 0.52 | 0.54 | 0.56 | 0.59 | 0.61 | 0.64 | 0.66 | 0.68 | 0.71 | 0.73 | 0.76 | 0.79 | 0.81 | 0.84 | 0.87 | 0.90 | 0.93 | 0.96 | 0.99 | 1.02 | 1.06 | 1.09 | 1.13 | 1.17 | 1.21 | 1.26 | 1.30 | 1.35 | 1.41 | 1.47 | 1.53 | 1.61 | 1.70 | 1.81 | 1.96 | 2.19 | 35 |
| 25 | -1.635196 | -1.4035115 | -1.2565151 | -1.1459353 | -1.06 | -0.98 | -0.91 | -0.85 | -0.80 | -0.75 | -0.70 | -0.66 | -0.62 | -0.58 | -0.54 | -0.50 | -0.47 | -0.44 | -0.40 | -0.37 | -0.34 | -0.31 | -0.29 | -0.26 | -0.23 | -0.20 | -0.18 | -0.15 | -0.13 | -0.10 | -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 | 0.24 | 0.26 | 0.28 | 0.30 | 0.32 | 0.34 | 0.36 | 0.38 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.51 | 0.54 | 0.56 | 0.58 | 0.60 | 0.62 | 0.65 | 0.67 | 0.69 | 0.72 | 0.74 | 0.76 | 0.79 | 0.81 | 0.84 | 0.86 | 0.89 | 0.92 | 0.94 | 0.97 | 1.00 | 1.03 | 1.06 | 1.09 | 1.12 | 1.15 | 1.19 | 1.22 | 1.26 | 1.30 | 1.34 | 1.38 | 1.43 | 1.48 | 1.54 | 1.60 | 1.66 | 1.74 | 1.83 | 1.94 | 2.09 | 2.32 | 42 |
| 26 | -1.514746 | -1.2828961 | -1.1357945 | -1.0251358 | -0.94 | -0.86 | -0.79 | -0.73 | -0.68 | -0.63 | -0.58 | -0.54 | -0.49 | -0.45 | -0.42 | -0.38 | -0.35 | -0.31 | -0.28 | -0.25 | -0.22 | -0.19 | -0.16 | -0.14 | -0.11 | -0.08 | -0.06 | -0.03 | -0.01 | 0.02 | 0.04 | 0.07 | 0.09 | 0.11 | 0.14 | 0.16 | 0.18 | 0.20 | 0.23 | 0.25 | 0.27 | 0.29 | 0.31 | 0.34 | 0.36 | 0.38 | 0.40 | 0.42 | 0.44 | 0.46 | 0.49 | 0.51 | 0.53 | 0.55 | 0.57 | 0.59 | 0.61 | 0.64 | 0.66 | 0.68 | 0.70 | 0.72 | 0.75 | 0.77 | 0.79 | 0.81 | 0.84 | 0.86 | 0.89 | 0.91 | 0.93 | 0.96 | 0.99 | 1.01 | 1.04 | 1.06 | 1.09 | 1.12 | 1.15 | 1.18 | 1.21 | 1.24 | 1.28 | 1.31 | 1.35 | 1.38 | 1.42 | 1.46 | 1.51 | 1.55 | 1.60 | 1.66 | 1.72 | 1.79 | 1.86 | 1.95 | 2.06 | 2.21 | 2.44 | 40 |
| 27 | -1.397281 | -1.1654110 | -1.0182971 | -0.9076291 | -0.82 | -0.74 | -0.67 | -0.61 | -0.56 | -0.51 | -0.46 | -0.42 | -0.38 | -0.34 | -0.30 | -0.26 | -0.23 | -0.20 | -0.17 | -0.13 | -0.10 | -0.08 | -0.05 | -0.02 | 0.01 | 0.03 | 0.06 | 0.09 | 0.11 | 0.14 | 0.16 | 0.18 | 0.21 | 0.23 | 0.25 | 0.28 | 0.30 | 0.32 | 0.34 | 0.37 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.50 | 0.52 | 0.54 | 0.56 | 0.58 | 0.60 | 0.62 | 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 | 0.96 | 0.98 | 1.00 | 1.03 | 1.05 | 1.08 | 1.10 | 1.13 | 1.16 | 1.18 | 1.21 | 1.24 | 1.27 | 1.30 | 1.33 | 1.36 | 1.39 | 1.43 | 1.46 | 1.50 | 1.54 | 1.58 | 1.62 | 1.67 | 1.72 | 1.78 | 1.84 | 1.90 | 1.98 | 2.07 | 2.18 | 2.33 | 2.56 | 37 |
| 28 | -1.282595 | -1.0507252 | -0.9036112 | -0.7929430 | -0.70 | -0.63 | -0.56 | -0.50 | -0.44 | -0.39 | -0.35 | -0.30 | -0.26 | -0.22 | -0.19 | -0.15 | -0.12 | -0.08 | -0.05 | -0.02 | 0.01 | 0.04 | 0.07 | 0.10 | 0.12 | 0.15 | 0.17 | 0.20 | 0.23 | 0.25 | 0.27 | 0.30 | 0.32 | 0.35 | 0.37 | 0.39 | 0.41 | 0.44 | 0.46 | 0.48 | 0.50 | 0.52 | 0.55 | 0.57 | 0.59 | 0.61 | 0.63 | 0.65 | 0.67 | 0.70 | 0.72 | 0.74 | 0.76 | 0.78 | 0.80 | 0.82 | 0.85 | 0.87 | 0.89 | 0.91 | 0.93 | 0.96 | 0.98 | 1.00 | 1.02 | 1.05 | 1.07 | 1.09 | 1.12 | 1.14 | 1.17 | 1.19 | 1.22 | 1.24 | 1.27 | 1.30 | 1.32 | 1.35 | 1.38 | 1.41 | 1.44 | 1.47 | 1.51 | 1.54 | 1.58 | 1.62 | 1.65 | 1.70 | 1.74 | 1.79 | 1.84 | 1.89 | 1.95 | 2.02 | 2.10 | 2.19 | 2.30 | 2.44 | 2.67 | 41 |
| 29 | -1.169379 | -0.9375089 | -0.7903949 | -0.6797267 | -0.59 | -0.51 | -0.45 | -0.39 | -0.33 | -0.28 | -0.23 | -0.19 | -0.15 | -0.11 | -0.07 | -0.04 | 0.00 | 0.03 | 0.06 | 0.09 | 0.12 | 0.15 | 0.18 | 0.21 | 0.24 | 0.26 | 0.29 | 0.31 | 0.34 | 0.36 | 0.39 | 0.41 | 0.44 | 0.46 | 0.48 | 0.50 | 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 | 0.81 | 0.83 | 0.85 | 0.87 | 0.89 | 0.92 | 0.94 | 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 | 1.26 | 1.28 | 1.31 | 1.33 | 1.36 | 1.38 | 1.41 | 1.44 | 1.47 | 1.50 | 1.53 | 1.56 | 1.59 | 1.62 | 1.66 | 1.69 | 1.73 | 1.77 | 1.81 | 1.85 | 1.90 | 1.95 | 2.00 | 2.06 | 2.13 | 2.21 | 2.30 | 2.41 | 2.56 | 2.79 | 32 |
| 30 | -1.056723 | -0.8248526 | -0.6777386 | -0.5670704 | -0.48 | -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 | 0.18 | 0.21 | 0.24 | 0.27 | 0.29 | 0.32 | 0.35 | 0.37 | 0.40 | 0.43 | 0.45 | 0.48 | 0.50 | 0.52 | 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 | 0.92 | 0.94 | 0.96 | 0.99 | 1.01 | 1.03 | 1.05 | 1.07 | 1.09 | 1.12 | 1.14 | 1.16 | 1.18 | 1.20 | 1.23 | 1.25 | 1.27 | 1.30 | 1.32 | 1.34 | 1.37 | 1.39 | 1.42 | 1.44 | 1.47 | 1.50 | 1.52 | 1.55 | 1.58 | 1.61 | 1.64 | 1.67 | 1.70 | 1.73 | 1.77 | 1.80 | 1.84 | 1.88 | 1.92 | 1.97 | 2.01 | 2.06 | 2.12 | 2.18 | 2.24 | 2.32 | 2.41 | 2.52 | 2.67 | 2.90 | 34 |
WS: Females
## GAMLSS-RS iteration 1: Global Deviance = 1349.553
## GAMLSS-RS iteration 2: Global Deviance = 1349.324
## GAMLSS-RS iteration 3: Global Deviance = 1349.323| 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 | -2.5241172 | -2.3111569 | -2.1760404 | -2.0743976 | -1.99 | -1.92 | -1.86 | -1.80 | -1.75 | -1.71 | -1.66 | -1.62 | -1.59 | -1.55 | -1.52 | -1.48 | -1.45 | -1.42 | -1.39 | -1.36 | -1.34 | -1.31 | -1.28 | -1.26 | -1.23 | -1.21 | -1.19 | -1.16 | -1.14 | -1.12 | -1.09 | -1.07 | -1.05 | -1.03 | -1.01 | -0.99 | -0.97 | -0.95 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.79 | -0.77 | -0.75 | -0.73 | -0.71 | -0.69 | -0.67 | -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 | -0.38 | -0.36 | -0.34 | -0.32 | -0.30 | -0.27 | -0.25 | -0.23 | -0.20 | -0.18 | -0.15 | -0.13 | -0.10 | -0.08 | -0.05 | -0.02 | 0.01 | 0.04 | 0.07 | 0.10 | 0.14 | 0.17 | 0.21 | 0.25 | 0.29 | 0.34 | 0.39 | 0.45 | 0.51 | 0.58 | 0.66 | 0.76 | 0.90 | 1.11 | 34 |
| 17 | -2.4097501 | -2.1950903 | -2.0588956 | -1.9564416 | -1.87 | -1.80 | -1.74 | -1.68 | -1.63 | -1.59 | -1.54 | -1.50 | -1.46 | -1.43 | -1.39 | -1.36 | -1.33 | -1.30 | -1.27 | -1.24 | -1.21 | -1.19 | -1.16 | -1.13 | -1.11 | -1.08 | -1.06 | -1.04 | -1.01 | -0.99 | -0.97 | -0.95 | -0.92 | -0.90 | -0.88 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.76 | -0.74 | -0.72 | -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 | -0.34 | -0.32 | -0.30 | -0.27 | -0.25 | -0.23 | -0.21 | -0.19 | -0.16 | -0.14 | -0.12 | -0.10 | -0.07 | -0.05 | -0.02 | 0.00 | 0.03 | 0.06 | 0.08 | 0.11 | 0.14 | 0.17 | 0.21 | 0.24 | 0.27 | 0.31 | 0.35 | 0.39 | 0.43 | 0.48 | 0.53 | 0.58 | 0.65 | 0.72 | 0.80 | 0.90 | 1.04 | 1.25 | 33 |
| 18 | -2.2966163 | -2.0800402 | -1.9426296 | -1.8392609 | -1.76 | -1.68 | -1.62 | -1.56 | -1.51 | -1.47 | -1.42 | -1.38 | -1.34 | -1.31 | -1.27 | -1.24 | -1.21 | -1.18 | -1.15 | -1.12 | -1.09 | -1.06 | -1.04 | -1.01 | -0.98 | -0.96 | -0.94 | -0.91 | -0.89 | -0.86 | -0.84 | -0.82 | -0.80 | -0.78 | -0.75 | -0.73 | -0.71 | -0.69 | -0.67 | -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 | -0.18 | -0.16 | -0.14 | -0.12 | -0.10 | -0.08 | -0.05 | -0.03 | -0.01 | 0.01 | 0.04 | 0.06 | 0.09 | 0.11 | 0.14 | 0.17 | 0.19 | 0.22 | 0.25 | 0.28 | 0.31 | 0.34 | 0.38 | 0.41 | 0.45 | 0.49 | 0.53 | 0.57 | 0.62 | 0.67 | 0.72 | 0.79 | 0.86 | 0.94 | 1.05 | 1.18 | 1.40 | 31 |
| 19 | -2.1854047 | -1.9665500 | -1.8276938 | -1.7232376 | -1.64 | -1.57 | -1.50 | -1.45 | -1.39 | -1.35 | -1.30 | -1.26 | -1.22 | -1.19 | -1.15 | -1.12 | -1.08 | -1.05 | -1.02 | -0.99 | -0.97 | -0.94 | -0.91 | -0.88 | -0.86 | -0.83 | -0.81 | -0.79 | -0.76 | -0.74 | -0.72 | -0.69 | -0.67 | -0.65 | -0.63 | -0.61 | -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 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -0.11 | -0.09 | -0.07 | -0.05 | -0.03 | -0.01 | 0.01 | 0.04 | 0.06 | 0.08 | 0.10 | 0.13 | 0.15 | 0.17 | 0.20 | 0.22 | 0.25 | 0.28 | 0.30 | 0.33 | 0.36 | 0.39 | 0.42 | 0.45 | 0.48 | 0.51 | 0.55 | 0.59 | 0.63 | 0.67 | 0.71 | 0.76 | 0.81 | 0.87 | 0.93 | 1.00 | 1.09 | 1.19 | 1.33 | 1.55 | 35 |
| 20 | -2.0764023 | -1.8548621 | -1.7143019 | -1.6085639 | -1.52 | -1.45 | -1.39 | -1.33 | -1.28 | -1.23 | -1.18 | -1.14 | -1.10 | -1.06 | -1.03 | -0.99 | -0.96 | -0.93 | -0.90 | -0.87 | -0.84 | -0.81 | -0.79 | -0.76 | -0.73 | -0.71 | -0.68 | -0.66 | -0.64 | -0.61 | -0.59 | -0.57 | -0.54 | -0.52 | -0.50 | -0.48 | -0.46 | -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 | -0.12 | -0.10 | -0.08 | -0.06 | -0.04 | -0.02 | 0.00 | 0.02 | 0.04 | 0.06 | 0.08 | 0.11 | 0.13 | 0.15 | 0.17 | 0.19 | 0.22 | 0.24 | 0.26 | 0.29 | 0.31 | 0.34 | 0.36 | 0.39 | 0.41 | 0.44 | 0.47 | 0.50 | 0.53 | 0.56 | 0.59 | 0.62 | 0.66 | 0.69 | 0.73 | 0.77 | 0.81 | 0.86 | 0.90 | 0.96 | 1.01 | 1.08 | 1.15 | 1.24 | 1.34 | 1.48 | 1.70 | 48 |
| 21 | -1.9682025 | -1.7437132 | -1.6012819 | -1.4941363 | -1.41 | -1.33 | -1.27 | -1.21 | -1.16 | -1.11 | -1.06 | -1.02 | -0.98 | -0.94 | -0.91 | -0.87 | -0.84 | -0.81 | -0.78 | -0.75 | -0.72 | -0.69 | -0.66 | -0.63 | -0.61 | -0.58 | -0.56 | -0.53 | -0.51 | -0.48 | -0.46 | -0.44 | -0.41 | -0.39 | -0.37 | -0.35 | -0.33 | -0.30 | -0.28 | -0.26 | -0.24 | -0.22 | -0.20 | -0.18 | -0.16 | -0.14 | -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 | 0.16 | 0.18 | 0.20 | 0.22 | 0.24 | 0.26 | 0.29 | 0.31 | 0.33 | 0.36 | 0.38 | 0.40 | 0.43 | 0.45 | 0.48 | 0.50 | 0.53 | 0.56 | 0.58 | 0.61 | 0.64 | 0.67 | 0.70 | 0.73 | 0.77 | 0.80 | 0.84 | 0.88 | 0.92 | 0.96 | 1.00 | 1.05 | 1.10 | 1.16 | 1.23 | 1.30 | 1.39 | 1.50 | 1.64 | 1.86 | 34 |
| 22 | -1.8581034 | -1.6306329 | -1.4863102 | -1.3777419 | -1.29 | -1.21 | -1.15 | -1.09 | -1.04 | -0.99 | -0.94 | -0.90 | -0.86 | -0.82 | -0.78 | -0.75 | -0.71 | -0.68 | -0.65 | -0.62 | -0.59 | -0.56 | -0.53 | -0.51 | -0.48 | -0.45 | -0.43 | -0.40 | -0.38 | -0.35 | -0.33 | -0.31 | -0.28 | -0.26 | -0.24 | -0.22 | -0.19 | -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 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.25 | 0.27 | 0.29 | 0.32 | 0.34 | 0.36 | 0.38 | 0.40 | 0.43 | 0.45 | 0.47 | 0.50 | 0.52 | 0.54 | 0.57 | 0.59 | 0.62 | 0.65 | 0.67 | 0.70 | 0.73 | 0.76 | 0.79 | 0.82 | 0.85 | 0.88 | 0.91 | 0.95 | 0.98 | 1.02 | 1.06 | 1.11 | 1.15 | 1.20 | 1.26 | 1.31 | 1.38 | 1.46 | 1.54 | 1.65 | 1.80 | 2.02 | 31 |
| 23 | -1.7441828 | -1.5138238 | -1.3676684 | -1.2577214 | -1.17 | -1.09 | -1.03 | -0.97 | -0.91 | -0.86 | -0.81 | -0.77 | -0.73 | -0.69 | -0.65 | -0.62 | -0.58 | -0.55 | -0.52 | -0.49 | -0.46 | -0.43 | -0.40 | -0.38 | -0.35 | -0.32 | -0.30 | -0.27 | -0.25 | -0.22 | -0.20 | -0.17 | -0.15 | -0.13 | -0.10 | -0.08 | -0.06 | -0.04 | -0.01 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 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 | 0.41 | 0.44 | 0.46 | 0.48 | 0.50 | 0.52 | 0.55 | 0.57 | 0.59 | 0.62 | 0.64 | 0.66 | 0.69 | 0.71 | 0.74 | 0.77 | 0.79 | 0.82 | 0.85 | 0.87 | 0.90 | 0.93 | 0.96 | 1.00 | 1.03 | 1.06 | 1.10 | 1.13 | 1.17 | 1.21 | 1.26 | 1.30 | 1.35 | 1.41 | 1.47 | 1.54 | 1.61 | 1.70 | 1.81 | 1.96 | 2.19 | 46 |
| 24 | -1.6256015 | -1.3924988 | -1.2446026 | -1.1333460 | -1.04 | -0.97 | -0.90 | -0.84 | -0.78 | -0.73 | -0.69 | -0.64 | -0.60 | -0.56 | -0.52 | -0.49 | -0.45 | -0.42 | -0.39 | -0.36 | -0.33 | -0.30 | -0.27 | -0.24 | -0.21 | -0.19 | -0.16 | -0.13 | -0.11 | -0.08 | -0.06 | -0.04 | -0.01 | 0.01 | 0.03 | 0.06 | 0.08 | 0.10 | 0.12 | 0.15 | 0.17 | 0.19 | 0.21 | 0.23 | 0.26 | 0.28 | 0.30 | 0.32 | 0.34 | 0.36 | 0.39 | 0.41 | 0.43 | 0.45 | 0.47 | 0.49 | 0.51 | 0.54 | 0.56 | 0.58 | 0.60 | 0.62 | 0.65 | 0.67 | 0.69 | 0.72 | 0.74 | 0.76 | 0.79 | 0.81 | 0.84 | 0.86 | 0.89 | 0.91 | 0.94 | 0.97 | 1.00 | 1.02 | 1.05 | 1.08 | 1.11 | 1.15 | 1.18 | 1.21 | 1.25 | 1.29 | 1.33 | 1.37 | 1.41 | 1.46 | 1.51 | 1.57 | 1.63 | 1.69 | 1.77 | 1.86 | 1.97 | 2.12 | 2.35 | 37 |
| 25 | -1.5022880 | -1.2666577 | -1.1171579 | -1.0046951 | -0.91 | -0.84 | -0.77 | -0.71 | -0.65 | -0.60 | -0.55 | -0.51 | -0.47 | -0.43 | -0.39 | -0.35 | -0.32 | -0.28 | -0.25 | -0.22 | -0.19 | -0.16 | -0.13 | -0.10 | -0.07 | -0.05 | -0.02 | 0.00 | 0.03 | 0.06 | 0.08 | 0.10 | 0.13 | 0.15 | 0.18 | 0.20 | 0.22 | 0.24 | 0.27 | 0.29 | 0.31 | 0.33 | 0.36 | 0.38 | 0.40 | 0.42 | 0.44 | 0.47 | 0.49 | 0.51 | 0.53 | 0.55 | 0.57 | 0.60 | 0.62 | 0.64 | 0.66 | 0.68 | 0.71 | 0.73 | 0.75 | 0.77 | 0.80 | 0.82 | 0.84 | 0.87 | 0.89 | 0.91 | 0.94 | 0.96 | 0.99 | 1.01 | 1.04 | 1.06 | 1.09 | 1.12 | 1.15 | 1.18 | 1.21 | 1.24 | 1.27 | 1.30 | 1.33 | 1.37 | 1.40 | 1.44 | 1.48 | 1.52 | 1.57 | 1.62 | 1.67 | 1.72 | 1.78 | 1.85 | 1.93 | 2.02 | 2.13 | 2.28 | 2.52 | 31 |
| 26 | -1.3748906 | -1.1370074 | -0.9860782 | -0.8725400 | -0.78 | -0.70 | -0.63 | -0.57 | -0.51 | -0.46 | -0.42 | -0.37 | -0.33 | -0.29 | -0.25 | -0.21 | -0.18 | -0.14 | -0.11 | -0.08 | -0.05 | -0.02 | 0.01 | 0.04 | 0.07 | 0.09 | 0.12 | 0.15 | 0.17 | 0.20 | 0.22 | 0.25 | 0.27 | 0.30 | 0.32 | 0.34 | 0.37 | 0.39 | 0.41 | 0.43 | 0.46 | 0.48 | 0.50 | 0.52 | 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 | 0.88 | 0.90 | 0.92 | 0.94 | 0.97 | 0.99 | 1.02 | 1.04 | 1.06 | 1.09 | 1.11 | 1.14 | 1.16 | 1.19 | 1.22 | 1.24 | 1.27 | 1.30 | 1.33 | 1.36 | 1.39 | 1.42 | 1.45 | 1.49 | 1.52 | 1.56 | 1.60 | 1.64 | 1.68 | 1.73 | 1.77 | 1.83 | 1.88 | 1.94 | 2.01 | 2.09 | 2.18 | 2.30 | 2.45 | 2.69 | 34 |
| 27 | -1.2449196 | -1.0050214 | -0.8528136 | -0.7383137 | -0.65 | -0.57 | -0.50 | -0.43 | -0.38 | -0.33 | -0.28 | -0.23 | -0.19 | -0.15 | -0.11 | -0.07 | -0.04 | 0.00 | 0.03 | 0.06 | 0.09 | 0.12 | 0.15 | 0.18 | 0.21 | 0.24 | 0.26 | 0.29 | 0.32 | 0.34 | 0.37 | 0.39 | 0.42 | 0.44 | 0.46 | 0.49 | 0.51 | 0.53 | 0.56 | 0.58 | 0.60 | 0.62 | 0.65 | 0.67 | 0.69 | 0.71 | 0.74 | 0.76 | 0.78 | 0.80 | 0.82 | 0.85 | 0.87 | 0.89 | 0.91 | 0.94 | 0.96 | 0.98 | 1.00 | 1.03 | 1.05 | 1.07 | 1.09 | 1.12 | 1.14 | 1.17 | 1.19 | 1.21 | 1.24 | 1.26 | 1.29 | 1.32 | 1.34 | 1.37 | 1.40 | 1.42 | 1.45 | 1.48 | 1.51 | 1.54 | 1.57 | 1.61 | 1.64 | 1.68 | 1.71 | 1.75 | 1.79 | 1.84 | 1.88 | 1.93 | 1.98 | 2.04 | 2.10 | 2.17 | 2.25 | 2.34 | 2.46 | 2.61 | 2.85 | 38 |
| 28 | -1.1149045 | -0.8730239 | -0.7195583 | -0.6041122 | -0.51 | -0.43 | -0.36 | -0.30 | -0.24 | -0.19 | -0.14 | -0.09 | -0.05 | -0.01 | 0.03 | 0.07 | 0.10 | 0.14 | 0.17 | 0.20 | 0.23 | 0.26 | 0.29 | 0.32 | 0.35 | 0.38 | 0.41 | 0.43 | 0.46 | 0.48 | 0.51 | 0.53 | 0.56 | 0.58 | 0.61 | 0.63 | 0.65 | 0.68 | 0.70 | 0.72 | 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 | 1.15 | 1.17 | 1.20 | 1.22 | 1.24 | 1.27 | 1.29 | 1.32 | 1.34 | 1.36 | 1.39 | 1.41 | 1.44 | 1.47 | 1.49 | 1.52 | 1.55 | 1.58 | 1.60 | 1.63 | 1.66 | 1.70 | 1.73 | 1.76 | 1.80 | 1.83 | 1.87 | 1.91 | 1.95 | 1.99 | 2.04 | 2.09 | 2.14 | 2.20 | 2.26 | 2.33 | 2.41 | 2.50 | 2.62 | 2.77 | 3.01 | 38 |
| 29 | -0.9861312 | -0.7421699 | -0.5873843 | -0.4709451 | -0.38 | -0.30 | -0.22 | -0.16 | -0.10 | -0.05 | 0.00 | 0.04 | 0.09 | 0.13 | 0.17 | 0.21 | 0.24 | 0.28 | 0.31 | 0.34 | 0.37 | 0.40 | 0.43 | 0.46 | 0.49 | 0.52 | 0.55 | 0.57 | 0.60 | 0.63 | 0.65 | 0.68 | 0.70 | 0.73 | 0.75 | 0.78 | 0.80 | 0.82 | 0.85 | 0.87 | 0.89 | 0.92 | 0.94 | 0.96 | 0.98 | 1.01 | 1.03 | 1.05 | 1.07 | 1.10 | 1.12 | 1.14 | 1.16 | 1.19 | 1.21 | 1.23 | 1.25 | 1.28 | 1.30 | 1.32 | 1.35 | 1.37 | 1.39 | 1.42 | 1.44 | 1.46 | 1.49 | 1.51 | 1.54 | 1.57 | 1.59 | 1.62 | 1.64 | 1.67 | 1.70 | 1.73 | 1.76 | 1.79 | 1.82 | 1.85 | 1.88 | 1.92 | 1.95 | 1.99 | 2.02 | 2.06 | 2.10 | 2.15 | 2.19 | 2.24 | 2.30 | 2.35 | 2.42 | 2.49 | 2.57 | 2.66 | 2.78 | 2.93 | 3.18 | 43 |
| 30 | -0.8581137 | -0.6120033 | -0.4558541 | -0.3383892 | -0.24 | -0.16 | -0.09 | -0.03 | 0.03 | 0.09 | 0.13 | 0.18 | 0.23 | 0.27 | 0.31 | 0.34 | 0.38 | 0.42 | 0.45 | 0.48 | 0.51 | 0.55 | 0.58 | 0.60 | 0.63 | 0.66 | 0.69 | 0.72 | 0.74 | 0.77 | 0.79 | 0.82 | 0.85 | 0.87 | 0.89 | 0.92 | 0.94 | 0.97 | 0.99 | 1.01 | 1.04 | 1.06 | 1.08 | 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 | 1.40 | 1.42 | 1.45 | 1.47 | 1.49 | 1.52 | 1.54 | 1.57 | 1.59 | 1.61 | 1.64 | 1.66 | 1.69 | 1.72 | 1.74 | 1.77 | 1.80 | 1.82 | 1.85 | 1.88 | 1.91 | 1.94 | 1.97 | 2.00 | 2.03 | 2.07 | 2.10 | 2.14 | 2.18 | 2.22 | 2.26 | 2.30 | 2.35 | 2.40 | 2.45 | 2.51 | 2.57 | 2.65 | 2.73 | 2.82 | 2.94 | 3.10 | 3.34 | 28 |
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] 1 1 0 1 2 0 1 3 3 1 0 2 4 6 3 7 4 5 9
## [20] 10 6 9 9 12 16 18 14 14 18 28 28 38 29 39 44 54 66 85
## [39] 88 110 115 163 173 184 229 262 284 334 337 368 412 420 472 498 518 532 574
## [58] 592 590 617 639 630 631 652 652 665 659 671 662 668 667 667 676 675 674 677
## [77] 676 674 677 677 676## [1] 1 2 1 2 1 1 2 1 1 2 5 3 3 1 1 5 8 4 6
## [20] 10 5 6 10 8 13 14 15 16 18 24 29 34 28 47 44 52 72 83
## [39] 108 104 127 153 178 189 231 249 253 316 356 383 414 443 458 505 531 545 571
## [58] 576 604 607 625 629 636 650 654 649 661 661 655 666 664 671 677 674 675 676
## [77] 678 675 677 679 677