|
5 | 5 | Output |
6 | 6 | # Fixed Effects |
7 | 7 | |
8 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
9 | | - --------------------------------------------------------------- |
10 | | - (Intercept) | 39.68 | [36.12, 43.27] | 100% | 1.000 | 5242.00 |
11 | | - wt | -3.21 | [-4.79, -1.65] | 99.95% | 1.000 | 2071.00 |
12 | | - cyl | -1.50 | [-2.36, -0.64] | 99.95% | 1.000 | 1951.00 |
| 8 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 9 | + ------------------------------------------------------------ |
| 10 | + (Intercept) | 39.68 | [36.12, 43.27] | 100% | 1.000 | 5242 |
| 11 | + wt | -3.21 | [-4.79, -1.65] | 99.95% | 1.000 | 2071 |
| 12 | + cyl | -1.50 | [-2.36, -0.64] | 99.95% | 1.000 | 1951 |
13 | 13 | |
14 | 14 | # Sigma |
15 | 15 | |
16 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
17 | | - -------------------------------------------------------- |
18 | | - sigma | 2.67 | [2.06, 3.51] | 100% | 1.000 | 2390.00 |
| 16 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 17 | + ----------------------------------------------------- |
| 18 | + sigma | 2.67 | [2.06, 3.51] | 100% | 1.000 | 2390 |
19 | 19 | Message |
20 | 20 | |
21 | 21 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
28 | 28 | Output |
29 | 29 | # Fixed Effects |
30 | 30 | |
31 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
32 | | - ----------------------------------------------------------- |
33 | | - (Intercept) | 33.55 | [24.17, 40.87] | 100% | 1.091 | 24.00 |
34 | | - wt | -4.49 | [-6.95, -1.68] | 100% | 1.192 | 10.00 |
| 31 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 32 | + --------------------------------------------------------- |
| 33 | + (Intercept) | 33.55 | [24.17, 40.87] | 100% | 1.091 | 24 |
| 34 | + wt | -4.49 | [-6.95, -1.68] | 100% | 1.192 | 10 |
35 | 35 | |
36 | 36 | # Sigma |
37 | 37 | |
38 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
39 | | - ------------------------------------------------------- |
40 | | - sigma | 2.56 | [1.95, 3.48] | 100% | 1.015 | 454.00 |
| 38 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 39 | + ---------------------------------------------------- |
| 40 | + sigma | 2.56 | [1.95, 3.48] | 100% | 1.015 | 454 |
41 | 41 | |
42 | 42 | # Random Effects Variances |
43 | 43 | |
44 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
45 | | - --------------------------------------------------------------------------- |
46 | | - SD (Intercept: cyl) | 3.00 | [ 0.39, 9.19] | 100% | 1.080 | 32.00 |
47 | | - SD (Intercept: gear) | 3.88 | [ 0.21, 10.30] | 100% | 1.010 | 424.00 |
48 | | - SD (wt: gear) | 1.96 | [ 0.06, 5.06] | 100% | 1.385 | 9.00 |
49 | | - Cor (Intercept~wt: gear) | -0.25 | [-0.99, 0.83] | 62.48% | 1.106 | 36.00 |
| 44 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 45 | + ------------------------------------------------------------------------ |
| 46 | + SD (Intercept: cyl) | 3.00 | [ 0.39, 9.19] | 100% | 1.080 | 32 |
| 47 | + SD (Intercept: gear) | 3.88 | [ 0.21, 10.30] | 100% | 1.010 | 424 |
| 48 | + SD (wt: gear) | 1.96 | [ 0.06, 5.06] | 100% | 1.385 | 9 |
| 49 | + Cor (Intercept~wt: gear) | -0.25 | [-0.99, 0.83] | 62.48% | 1.106 | 36 |
50 | 50 | Message |
51 | 51 | |
52 | 52 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
59 | 59 | Output |
60 | 60 | # Fixed Effects |
61 | 61 | |
62 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
63 | | - ---------------------------------------------------------------- |
64 | | - (Intercept) | 251.32 | [237.00, 265.98] | 100% | 1.001 | 1621.00 |
65 | | - Days | 10.44 | [ 6.84, 13.91] | 100% | 1.004 | 1161.00 |
| 62 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 63 | + ------------------------------------------------------------- |
| 64 | + (Intercept) | 251.32 | [237.00, 265.98] | 100% | 1.001 | 1621 |
| 65 | + Days | 10.44 | [ 6.84, 13.91] | 100% | 1.004 | 1161 |
66 | 66 | |
67 | 67 | # Sigma |
68 | 68 | |
69 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
70 | | - ----------------------------------------------------------- |
71 | | - sigma | 25.94 | [23.05, 29.38] | 100% | 1.000 | 3672.00 |
| 69 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 70 | + -------------------------------------------------------- |
| 71 | + sigma | 25.94 | [23.05, 29.38] | 100% | 1.000 | 3672 |
72 | 72 | |
73 | 73 | # Random Effects Variances |
74 | 74 | |
75 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
76 | | - --------------------------------------------------------------------------------- |
77 | | - SD (Intercept: Subject) | 26.63 | [15.46, 42.36] | 100% | 1.002 | 1823.00 |
78 | | - SD (Days: Subject) | 6.58 | [ 4.12, 10.16] | 100% | 1.000 | 1228.00 |
79 | | - Cor (Intercept~Days: Subject) | 0.09 | [-0.47, 0.67] | 60.42% | 1.003 | 899.00 |
| 75 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 76 | + ------------------------------------------------------------------------------ |
| 77 | + SD (Intercept: Subject) | 26.63 | [15.46, 42.36] | 100% | 1.002 | 1823 |
| 78 | + SD (Days: Subject) | 6.58 | [ 4.12, 10.16] | 100% | 1.000 | 1228 |
| 79 | + Cor (Intercept~Days: Subject) | 0.09 | [-0.47, 0.67] | 60.42% | 1.003 | 899 |
80 | 80 | Message |
81 | 81 | |
82 | 82 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
89 | 89 | Output |
90 | 90 | # Fixed Effects |
91 | 91 | |
92 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
93 | | - ---------------------------------------------------------------- |
94 | | - (Intercept) | 250.84 | [228.76, 272.54] | 100% | 1.003 | 786.00 |
95 | | - Days | 10.37 | [ 8.77, 11.96] | 100% | 0.999 | 6026.00 |
| 92 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 93 | + ------------------------------------------------------------- |
| 94 | + (Intercept) | 250.84 | [228.76, 272.54] | 100% | 1.003 | 786 |
| 95 | + Days | 10.37 | [ 8.77, 11.96] | 100% | 0.999 | 6026 |
96 | 96 | |
97 | 97 | # Sigma |
98 | 98 | |
99 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
100 | | - ----------------------------------------------------------- |
101 | | - sigma | 30.03 | [26.27, 34.03] | 100% | 0.999 | 2102.00 |
| 99 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 100 | + -------------------------------------------------------- |
| 101 | + sigma | 30.03 | [26.27, 34.03] | 100% | 0.999 | 2102 |
102 | 102 | |
103 | 103 | # Random Effects Variances |
104 | 104 | |
105 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
106 | | - ---------------------------------------------------------------------------- |
107 | | - SD (Intercept: grp) | 8.22 | [ 0.44, 25.69] | 100% | 1.000 | 1604.00 |
108 | | - SD (Intercept: grp:subgrp) | 7.41 | [ 0.44, 16.87] | 100% | 1.003 | 770.00 |
109 | | - SD (Intercept: Subject) | 38.51 | [26.89, 55.98] | 100% | 1.003 | 1254.00 |
| 105 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 106 | + ------------------------------------------------------------------------- |
| 107 | + SD (Intercept: grp) | 8.22 | [ 0.44, 25.69] | 100% | 1.000 | 1604 |
| 108 | + SD (Intercept: grp:subgrp) | 7.41 | [ 0.44, 16.87] | 100% | 1.003 | 770 |
| 109 | + SD (Intercept: Subject) | 38.51 | [26.89, 55.98] | 100% | 1.003 | 1254 |
110 | 110 | Message |
111 | 111 | |
112 | 112 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
119 | 119 | Output |
120 | 120 | # Fixed Effects |
121 | 121 | |
122 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
123 | | - ------------------------------------------------------------ |
124 | | - (Intercept) | 2.57 | [0.70, 4.84] | 99.42% | 1.012 | 292.00 |
125 | | - Petal.Width | 1.05 | [0.73, 1.37] | 100% | 1.002 | 2150.00 |
| 122 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 123 | + --------------------------------------------------------- |
| 124 | + (Intercept) | 2.57 | [0.70, 4.84] | 99.42% | 1.012 | 292 |
| 125 | + Petal.Width | 1.05 | [0.73, 1.37] | 100% | 1.002 | 2150 |
126 | 126 | |
127 | 127 | # Sigma |
128 | 128 | |
129 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
130 | | - -------------------------------------------------------- |
131 | | - sigma | 0.38 | [0.34, 0.43] | 100% | 1.001 | 2642.00 |
| 129 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 130 | + ----------------------------------------------------- |
| 131 | + sigma | 0.38 | [0.34, 0.43] | 100% | 1.001 | 2642 |
132 | 132 | |
133 | 133 | # Random Effects Variances |
134 | 134 | |
135 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
136 | | - --------------------------------------------------------------------- |
137 | | - SD (Intercept: Species) | 1.68 | [0.64, 3.64] | 100% | 1.003 | 796.00 |
| 135 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 136 | + ------------------------------------------------------------------ |
| 137 | + SD (Intercept: Species) | 1.68 | [0.64, 3.64] | 100% | 1.003 | 796 |
138 | 138 | Message |
139 | 139 | |
140 | 140 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
147 | 147 | Output |
148 | 148 | # Fixed Effects |
149 | 149 | |
150 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
151 | | - -------------------------------------------------------------- |
152 | | - (Intercept) | 33.06 | [24.70, 40.47] | 100% | 1.006 | 744.00 |
153 | | - wt | -4.39 | [-6.94, -1.76] | 99.72% | 1.025 | 83.00 |
| 150 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 151 | + ----------------------------------------------------------- |
| 152 | + (Intercept) | 33.06 | [24.70, 40.47] | 100% | 1.006 | 744 |
| 153 | + wt | -4.39 | [-6.94, -1.76] | 99.72% | 1.025 | 83 |
154 | 154 | |
155 | 155 | # Sigma |
156 | 156 | |
157 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
158 | | - ------------------------------------------------------- |
159 | | - sigma | 2.59 | [1.96, 3.48] | 100% | 1.010 | 608.00 |
| 157 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 158 | + ---------------------------------------------------- |
| 159 | + sigma | 2.59 | [1.96, 3.48] | 100% | 1.010 | 608 |
160 | 160 | |
161 | 161 | # Random Effects Variances |
162 | 162 | |
163 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
164 | | - --------------------------------------------------------------------------- |
165 | | - SD (Intercept: cyl) | 3.19 | [ 0.49, 9.00] | 100% | 1.001 | 651.00 |
166 | | - SD (Intercept: gear) | 3.76 | [ 0.14, 10.13] | 100% | 1.015 | 643.00 |
167 | | - SD (wt: gear) | 1.47 | [ 0.06, 3.96] | 100% | 1.039 | 94.00 |
168 | | - Cor (Intercept~wt: gear) | -0.38 | [-0.99, 0.82] | 76.85% | 1.003 | 854.00 |
| 163 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 164 | + ------------------------------------------------------------------------ |
| 165 | + SD (Intercept: cyl) | 3.19 | [ 0.49, 9.00] | 100% | 1.001 | 651 |
| 166 | + SD (Intercept: gear) | 3.76 | [ 0.14, 10.13] | 100% | 1.015 | 643 |
| 167 | + SD (wt: gear) | 1.47 | [ 0.06, 3.96] | 100% | 1.039 | 94 |
| 168 | + Cor (Intercept~wt: gear) | -0.38 | [-0.99, 0.82] | 76.85% | 1.003 | 854 |
169 | 169 | Message |
170 | 170 | |
171 | 171 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
178 | 178 | Output |
179 | 179 | # Fixed Effects |
180 | 180 | |
181 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
182 | | - ------------------------------------------------------------- |
183 | | - (Intercept) | -1.07 | [-1.42, -0.73] | 100% | 1.000 | 3259.00 |
184 | | - persons | 0.90 | [ 0.81, 0.99] | 100% | 1.000 | 3305.00 |
185 | | - child | -1.17 | [-1.37, -0.99] | 100% | 1.000 | 3224.00 |
186 | | - camper | 0.74 | [ 0.56, 0.94] | 100% | 1.000 | 4166.00 |
| 181 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 182 | + ---------------------------------------------------------- |
| 183 | + (Intercept) | -1.07 | [-1.42, -0.73] | 100% | 1.000 | 3259 |
| 184 | + persons | 0.90 | [ 0.81, 0.99] | 100% | 1.000 | 3305 |
| 185 | + child | -1.17 | [-1.37, -0.99] | 100% | 1.000 | 3224 |
| 186 | + camper | 0.74 | [ 0.56, 0.94] | 100% | 1.000 | 4166 |
187 | 187 | |
188 | 188 | # Zero-Inflation |
189 | 189 | |
190 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
191 | | - -------------------------------------------------------------- |
192 | | - (Intercept) | -0.58 | [-1.27, 0.08] | 95.97% | 1.000 | 4494.00 |
193 | | - child | 1.24 | [ 0.71, 1.82] | 100% | 1.000 | 4195.00 |
194 | | - camper | -0.62 | [-1.38, 0.11] | 94.73% | 1.000 | 4427.00 |
| 190 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 191 | + ----------------------------------------------------------- |
| 192 | + (Intercept) | -0.58 | [-1.27, 0.08] | 95.97% | 1.000 | 4494 |
| 193 | + child | 1.24 | [ 0.71, 1.82] | 100% | 1.000 | 4195 |
| 194 | + camper | -0.62 | [-1.38, 0.11] | 94.73% | 1.000 | 4427 |
195 | 195 |
|
196 | 196 | --- |
197 | 197 |
|
198 | 198 | Code |
199 | 199 | mp9 |
200 | 200 | Output |
201 | | - Parameter | Mean | 95% CI | pd | Rhat | ESS |
202 | | - ----------------------------------------------------------------- |
203 | | - Intercept[1] | -38.42 | [-67.76, -19.66] | 100% | 1.002 | 992.00 |
204 | | - Intercept[2] | -33.26 | [-59.09, -16.53] | 100% | 1.001 | 1039.00 |
205 | | - mpg | -1.80 | [ -3.20, -0.90] | 100% | 1.002 | 1021.00 |
| 201 | + Parameter | Mean | 95% CI | pd | Rhat | ESS |
| 202 | + -------------------------------------------------------------- |
| 203 | + Intercept[1] | -38.42 | [-67.76, -19.66] | 100% | 1.002 | 992 |
| 204 | + Intercept[2] | -33.26 | [-59.09, -16.53] | 100% | 1.001 | 1039 |
| 205 | + mpg | -1.80 | [ -3.20, -0.90] | 100% | 1.002 | 1021 |
206 | 206 | Message |
207 | 207 | |
208 | 208 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
215 | 215 | Output |
216 | 216 | # Fixed Effects |
217 | 217 | |
218 | | - Parameter | Median | 95% CI | pd | Rhat | ESS |
219 | | - ---------------------------------------------------------------- |
220 | | - (Intercept) | 39.68 | [36.12, 43.27] | 100% | 1.000 | 5242.00 |
221 | | - wt | -3.20 | [-4.79, -1.65] | 99.95% | 1.000 | 2071.00 |
222 | | - cyl | -1.49 | [-2.36, -0.64] | 99.95% | 1.000 | 1951.00 |
| 218 | + Parameter | Median | 95% CI | pd | Rhat | ESS |
| 219 | + ------------------------------------------------------------- |
| 220 | + (Intercept) | 39.68 | [36.12, 43.27] | 100% | 1.000 | 5242 |
| 221 | + wt | -3.20 | [-4.79, -1.65] | 99.95% | 1.000 | 2071 |
| 222 | + cyl | -1.49 | [-2.36, -0.64] | 99.95% | 1.000 | 1951 |
223 | 223 | |
224 | 224 | # Sigma |
225 | 225 | |
226 | | - Parameter | Median | 95% CI | pd | Rhat | ESS |
227 | | - ---------------------------------------------------------- |
228 | | - sigma | 2.63 | [2.06, 3.51] | 100% | 1.000 | 2390.00 |
| 226 | + Parameter | Median | 95% CI | pd | Rhat | ESS |
| 227 | + ------------------------------------------------------- |
| 228 | + sigma | 2.63 | [2.06, 3.51] | 100% | 1.000 | 2390 |
229 | 229 | Message |
230 | 230 | |
231 | 231 | Uncertainty intervals (equal-tailed) computed using a MCMC distribution |
|
238 | 238 | Output |
239 | 239 | # Fixed Effects |
240 | 240 | |
241 | | - Parameter | Median | 95% CI | pd | Rhat | ESS |
242 | | - ---------------------------------------------------------------- |
243 | | - (Intercept) | 39.68 | [36.27, 43.34] | 100% | 1.000 | 5242.00 |
244 | | - wt | -3.20 | [-4.70, -1.57] | 99.95% | 1.000 | 2071.00 |
245 | | - cyl | -1.49 | [-2.38, -0.68] | 99.95% | 1.000 | 1951.00 |
| 241 | + Parameter | Median | 95% CI | pd | Rhat | ESS |
| 242 | + ------------------------------------------------------------- |
| 243 | + (Intercept) | 39.68 | [36.27, 43.34] | 100% | 1.000 | 5242 |
| 244 | + wt | -3.20 | [-4.70, -1.57] | 99.95% | 1.000 | 2071 |
| 245 | + cyl | -1.49 | [-2.38, -0.68] | 99.95% | 1.000 | 1951 |
246 | 246 | |
247 | 247 | # Sigma |
248 | 248 | |
249 | | - Parameter | Median | 95% CI | pd | Rhat | ESS |
250 | | - ---------------------------------------------------------- |
251 | | - sigma | 2.63 | [1.99, 3.39] | 100% | 1.000 | 2390.00 |
| 249 | + Parameter | Median | 95% CI | pd | Rhat | ESS |
| 250 | + ------------------------------------------------------- |
| 251 | + sigma | 2.63 | [1.99, 3.39] | 100% | 1.000 | 2390 |
252 | 252 | Message |
253 | 253 | |
254 | 254 | Uncertainty intervals (highest-density) computed using a MCMC |
|
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