Chapter 5 : Mouse feeding example

Obs diet Lifetime
1 N/N85 17.9
2 N/N85 19.3
3 N/N85 19.8
4 N/N85 21.9
5 N/N85 22.3
6 N/N85 24.5
7 N/N85 27.9
8 N/N85 28.8
9 N/N85 29.2
10 N/N85 29.3
11 N/N85 29.6
12 N/N85 30.1
13 N/N85 30.3
14 N/N85 31.0
15 N/N85 31.4
16 N/N85 31.4
17 N/N85 31.5
18 N/N85 31.5
19 N/N85 31.6
20 N/N85 31.6
21 N/N85 31.7
22 N/N85 31.7
23 N/N85 32.3
24 N/N85 32.4
25 N/N85 32.5
26 N/N85 32.9
27 N/N85 33.0
28 N/N85 33.1
29 N/N85 33.1
30 N/N85 33.3
31 N/N85 33.3
32 N/N85 33.5
33 N/N85 33.8
34 N/N85 34.4
35 N/N85 34.5
36 N/N85 34.6
37 N/N85 34.9
38 N/N85 35.3
39 N/N85 35.3
40 N/N85 35.5
41 N/N85 35.5
42 N/N85 35.9
43 N/N85 36.4
44 N/N85 36.5
45 N/N85 36.5
46 N/N85 36.5
47 N/N85 36.8
48 N/N85 37.3
49 N/N85 37.4
50 N/N85 37.6
51 N/N85 37.8
52 N/N85 38.3
53 N/N85 38.4
54 N/N85 38.6
55 N/N85 39.5
56 N/N85 40.1
57 N/N85 42.3
58 N/R40 19.6
59 N/R40 29.4
60 N/R40 31.0
61 N/R40 33.9
62 N/R40 36.1
63 N/R40 36.6
64 N/R40 36.7
65 N/R40 37.2
66 N/R40 38.9
67 N/R40 40.0
68 N/R40 40.3
69 N/R40 40.8
70 N/R40 41.6
71 N/R40 42.2
72 N/R40 42.2
73 N/R40 42.3
74 N/R40 42.5
75 N/R40 42.7
76 N/R40 42.7
77 N/R40 43.1
78 N/R40 43.2
79 N/R40 43.3
80 N/R40 43.6
81 N/R40 43.6
82 N/R40 43.7
83 N/R40 43.8
84 N/R40 43.8
85 N/R40 44.2
86 N/R40 45.3
87 N/R40 45.7
88 N/R40 46.4
89 N/R40 47.5
90 N/R40 47.5
91 N/R40 47.5
92 N/R40 47.5
93 N/R40 47.6
94 N/R40 47.6
95 N/R40 47.6
96 N/R40 47.6
97 N/R40 48.1
98 N/R40 48.3
99 N/R40 48.7
100 N/R40 49.8
101 N/R40 50.1
102 N/R40 50.3
103 N/R40 50.5
104 N/R40 50.8
105 N/R40 51.0
106 N/R40 51.3
107 N/R40 51.3
108 N/R40 51.8
109 N/R40 52.0
110 N/R40 52.4
111 N/R40 52.5
112 N/R40 52.7
113 N/R40 52.9
114 N/R40 53.3
115 N/R40 53.8
116 N/R40 54.0
117 N/R40 54.6
118 N/R50 18.6
119 N/R50 23.5
120 N/R50 25.1
121 N/R50 25.7
122 N/R50 26.8
123 N/R50 29.8
124 N/R50 30.9
125 N/R50 31.1
126 N/R50 31.8
127 N/R50 32.5
128 N/R50 32.7
129 N/R50 34.3
130 N/R50 35.2
131 N/R50 35.4
132 N/R50 35.4
133 N/R50 37.2
134 N/R50 37.6
135 N/R50 37.7
136 N/R50 38.2
137 N/R50 38.9
138 N/R50 39.4
139 N/R50 39.9
140 N/R50 40.4
141 N/R50 40.7
142 N/R50 40.9
143 N/R50 41.3
144 N/R50 41.5
145 N/R50 42.0
146 N/R50 42.4
147 N/R50 42.4
148 N/R50 42.5
149 N/R50 42.6
150 N/R50 42.7
151 N/R50 42.9
152 N/R50 43.6
153 N/R50 43.9
154 N/R50 44.4
155 N/R50 45.1
156 N/R50 45.2
157 N/R50 45.6
158 N/R50 46.3
159 N/R50 46.5
160 N/R50 46.7
161 N/R50 46.9
162 N/R50 47.2
163 N/R50 47.3
164 N/R50 47.5
165 N/R50 47.6
166 N/R50 47.7
167 N/R50 47.8
168 N/R50 48.0
169 N/R50 48.1
170 N/R50 48.1
171 N/R50 48.3
172 N/R50 48.7
173 N/R50 49.1
174 N/R50 49.1
175 N/R50 49.1
176 N/R50 49.1
177 N/R50 49.2
178 N/R50 49.2
179 N/R50 49.4
180 N/R50 50.0
181 N/R50 50.2
182 N/R50 50.5
183 N/R50 50.5
184 N/R50 50.9
185 N/R50 51.3
186 N/R50 51.4
187 N/R50 51.7
188 N/R50 51.9
189 NP 6.4
190 NP 9.2
191 NP 13.8
192 NP 18.0
193 NP 20.0
194 NP 21.5
195 NP 21.8
196 NP 22.1
197 NP 24.0
198 NP 24.1
199 NP 24.3
200 NP 24.7
201 NP 24.8
202 NP 25.1
203 NP 25.9
204 NP 26.3
205 NP 26.5
206 NP 26.6
207 NP 26.8
208 NP 27.1
209 NP 27.3
210 NP 27.5
211 NP 28.0
212 NP 28.3
213 NP 28.9
214 NP 29.3
215 NP 29.6
216 NP 30.0
217 NP 30.1
218 NP 30.2
219 NP 30.2
220 NP 30.4
221 NP 30.5
222 NP 30.7
223 NP 30.8
224 NP 31.3
225 NP 31.4
226 NP 31.4
227 NP 31.5
228 NP 31.6
229 NP 31.8
230 NP 32.4
231 NP 32.6
232 NP 33.5
233 NP 33.8
234 NP 34.8
235 NP 34.9
236 NP 35.4
237 NP 35.5
238 R/R50 24.2
239 R/R50 26.3
240 R/R50 27.5
241 R/R50 30.6
242 R/R50 32.2
243 R/R50 33.4
244 R/R50 34.0
245 R/R50 35.8
246 R/R50 36.2
247 R/R50 36.3
248 R/R50 38.0
249 R/R50 38.2
250 R/R50 38.5
251 R/R50 39.0
252 R/R50 39.2
253 R/R50 39.5
254 R/R50 39.9
255 R/R50 40.4
256 R/R50 40.6
257 R/R50 41.6
258 R/R50 41.8
259 R/R50 42.0
260 R/R50 42.3
261 R/R50 42.4
262 R/R50 42.7
263 R/R50 42.9
264 R/R50 43.1
265 R/R50 43.6
266 R/R50 44.3
267 R/R50 45.0
268 R/R50 45.0
269 R/R50 45.1
270 R/R50 46.2
271 R/R50 46.2
272 R/R50 46.8
273 R/R50 46.8
274 R/R50 46.8
275 R/R50 47.0
276 R/R50 47.7
277 R/R50 48.1
278 R/R50 48.3
279 R/R50 48.3
280 R/R50 48.5
281 R/R50 48.9
282 R/R50 49.0
283 R/R50 49.6
284 R/R50 49.7
285 R/R50 49.8
286 R/R50 50.0
287 R/R50 50.0
288 R/R50 50.1
289 R/R50 50.1
290 R/R50 50.3
291 R/R50 50.5
292 R/R50 50.6
293 R/R50 50.7
294 lopro 23.4
295 lopro 24.7
296 lopro 26.3
297 lopro 28.0
298 lopro 29.2
299 lopro 29.9
300 lopro 30.6
301 lopro 30.8
302 lopro 31.5
303 lopro 32.8
304 lopro 33.5
305 lopro 34.7
306 lopro 34.8
307 lopro 35.0
308 lopro 35.0
309 lopro 35.3
310 lopro 35.4
311 lopro 35.7
312 lopro 35.8
313 lopro 36.2
314 lopro 36.4
315 lopro 36.7
316 lopro 37.3
317 lopro 37.4
318 lopro 38.9
319 lopro 39.2
320 lopro 40.1
321 lopro 40.5
322 lopro 41.6
323 lopro 41.9
324 lopro 41.9
325 lopro 42.0
326 lopro 42.0
327 lopro 42.1
328 lopro 43.3
329 lopro 43.6
330 lopro 44.0
331 lopro 44.1
332 lopro 44.5
333 lopro 45.9
334 lopro 45.9
335 lopro 46.3
336 lopro 46.9
337 lopro 46.9
338 lopro 47.0
339 lopro 47.0
340 lopro 47.0
341 lopro 47.1
342 lopro 47.2
343 lopro 47.5
344 lopro 47.7
345 lopro 48.0
346 lopro 48.3
347 lopro 48.6
348 lopro 49.3
349 lopro 49.7

Chapter 5 : Mouse feeding example
Analysis of Variance with PROC GLM

The GLM Procedure

Class Level Information
Class Levels Values
diet 6 N/N85 N/R40 N/R50 NP R/R50 lopro

Number of Observations Read 349
Number of Observations Used 349

Chapter 5 : Mouse feeding example
Analysis of Variance with PROC GLM

The GLM Procedure
 
Dependent Variable: Lifetime

Source DF Sum of Squares Mean Square F Value Pr > F
Model 5 12733.94181 2546.78836 57.10 <.0001
Error 343 15297.41532 44.59888    
Corrected Total 348 28031.35713      

R-Square Coeff Var Root MSE Lifetime Mean
0.454275 17.21323 6.678239 38.79713

Source DF Type I SS Mean Square F Value Pr > F
diet 5 12733.94181 2546.78836 57.10 <.0001

Source DF Type III SS Mean Square F Value Pr > F
diet 5 12733.94181 2546.78836 57.10 <.0001

Chapter 5 : Mouse feeding example
Analysis of Variance with PROC MIXED

The Mixed Procedure

Model Information
Data Set WORK.MOUSEFEED
Dependent Variable Lifetime
Covariance Structure Diagonal
Estimation Method REML
Residual Variance Method Profile
Fixed Effects SE Method Model-Based
Degrees of Freedom Method Residual

Class Level Information
Class Levels Values
diet 6 N/N85 N/R40 N/R50 NP R/R50 lopro

Dimensions
Covariance Parameters 1
Columns in X 7
Columns in Z 0
Subjects 1
Max Obs Per Subject 349

Number of Observations
Number of Observations Read 349
Number of Observations Used 349
Number of Observations Not Used 0

Covariance Parameter Estimates
Cov Parm Estimate
Residual 44.5989

Fit Statistics
-2 Res Log Likelihood 2300.3
AIC (smaller is better) 2302.3
AICC (smaller is better) 2302.4
BIC (smaller is better) 2306.2

Type 3 Tests of Fixed Effects
Effect Num DF Den DF F Value Pr > F
diet 5 343 57.10 <.0001

Chapter 5 : Mouse feeding example
Analysis of Variance with PROC MIXED

Obs diet Lifetime Pred StdErrPred DF Alpha Lower Upper Resid
1 N/N85 17.9 32.6912 0.88455 343 0.05 30.9514 34.4311 -14.7912
2 N/N85 19.3 32.6912 0.88455 343 0.05 30.9514 34.4311 -13.3912
3 N/N85 19.8 32.6912 0.88455 343 0.05 30.9514 34.4311 -12.8912
4 N/N85 21.9 32.6912 0.88455 343 0.05 30.9514 34.4311 -10.7912
5 N/N85 22.3 32.6912 0.88455 343 0.05 30.9514 34.4311 -10.3912
6 N/N85 24.5 32.6912 0.88455 343 0.05 30.9514 34.4311 -8.1912
7 N/N85 27.9 32.6912 0.88455 343 0.05 30.9514 34.4311 -4.7912
8 N/N85 28.8 32.6912 0.88455 343 0.05 30.9514 34.4311 -3.8912
9 N/N85 29.2 32.6912 0.88455 343 0.05 30.9514 34.4311 -3.4912
10 N/N85 29.3 32.6912 0.88455 343 0.05 30.9514 34.4311 -3.3912
11 N/N85 29.6 32.6912 0.88455 343 0.05 30.9514 34.4311 -3.0912
12 N/N85 30.1 32.6912 0.88455 343 0.05 30.9514 34.4311 -2.5912
13 N/N85 30.3 32.6912 0.88455 343 0.05 30.9514 34.4311 -2.3912
14 N/N85 31.0 32.6912 0.88455 343 0.05 30.9514 34.4311 -1.6912
15 N/N85 31.4 32.6912 0.88455 343 0.05 30.9514 34.4311 -1.2912
16 N/N85 31.4 32.6912 0.88455 343 0.05 30.9514 34.4311 -1.2912
17 N/N85 31.5 32.6912 0.88455 343 0.05 30.9514 34.4311 -1.1912
18 N/N85 31.5 32.6912 0.88455 343 0.05 30.9514 34.4311 -1.1912
19 N/N85 31.6 32.6912 0.88455 343 0.05 30.9514 34.4311 -1.0912
20 N/N85 31.6 32.6912 0.88455 343 0.05 30.9514 34.4311 -1.0912
21 N/N85 31.7 32.6912 0.88455 343 0.05 30.9514 34.4311 -0.9912
22 N/N85 31.7 32.6912 0.88455 343 0.05 30.9514 34.4311 -0.9912
23 N/N85 32.3 32.6912 0.88455 343 0.05 30.9514 34.4311 -0.3912
24 N/N85 32.4 32.6912 0.88455 343 0.05 30.9514 34.4311 -0.2912
25 N/N85 32.5 32.6912 0.88455 343 0.05 30.9514 34.4311 -0.1912
26 N/N85 32.9 32.6912 0.88455 343 0.05 30.9514 34.4311 0.2088
27 N/N85 33.0 32.6912 0.88455 343 0.05 30.9514 34.4311 0.3088
28 N/N85 33.1 32.6912 0.88455 343 0.05 30.9514 34.4311 0.4088
29 N/N85 33.1 32.6912 0.88455 343 0.05 30.9514 34.4311 0.4088
30 N/N85 33.3 32.6912 0.88455 343 0.05 30.9514 34.4311 0.6088
31 N/N85 33.3 32.6912 0.88455 343 0.05 30.9514 34.4311 0.6088
32 N/N85 33.5 32.6912 0.88455 343 0.05 30.9514 34.4311 0.8088
33 N/N85 33.8 32.6912 0.88455 343 0.05 30.9514 34.4311 1.1088
34 N/N85 34.4 32.6912 0.88455 343 0.05 30.9514 34.4311 1.7088
35 N/N85 34.5 32.6912 0.88455 343 0.05 30.9514 34.4311 1.8088
36 N/N85 34.6 32.6912 0.88455 343 0.05 30.9514 34.4311 1.9088
37 N/N85 34.9 32.6912 0.88455 343 0.05 30.9514 34.4311 2.2088
38 N/N85 35.3 32.6912 0.88455 343 0.05 30.9514 34.4311 2.6088
39 N/N85 35.3 32.6912 0.88455 343 0.05 30.9514 34.4311 2.6088
40 N/N85 35.5 32.6912 0.88455 343 0.05 30.9514 34.4311 2.8088
41 N/N85 35.5 32.6912 0.88455 343 0.05 30.9514 34.4311 2.8088
42 N/N85 35.9 32.6912 0.88455 343 0.05 30.9514 34.4311 3.2088
43 N/N85 36.4 32.6912 0.88455 343 0.05 30.9514 34.4311 3.7088
44 N/N85 36.5 32.6912 0.88455 343 0.05 30.9514 34.4311 3.8088
45 N/N85 36.5 32.6912 0.88455 343 0.05 30.9514 34.4311 3.8088
46 N/N85 36.5 32.6912 0.88455 343 0.05 30.9514 34.4311 3.8088
47 N/N85 36.8 32.6912 0.88455 343 0.05 30.9514 34.4311 4.1088
48 N/N85 37.3 32.6912 0.88455 343 0.05 30.9514 34.4311 4.6088
49 N/N85 37.4 32.6912 0.88455 343 0.05 30.9514 34.4311 4.7088
50 N/N85 37.6 32.6912 0.88455 343 0.05 30.9514 34.4311 4.9088
51 N/N85 37.8 32.6912 0.88455 343 0.05 30.9514 34.4311 5.1088
52 N/N85 38.3 32.6912 0.88455 343 0.05 30.9514 34.4311 5.6088
53 N/N85 38.4 32.6912 0.88455 343 0.05 30.9514 34.4311 5.7088
54 N/N85 38.6 32.6912 0.88455 343 0.05 30.9514 34.4311 5.9088
55 N/N85 39.5 32.6912 0.88455 343 0.05 30.9514 34.4311 6.8088
56 N/N85 40.1 32.6912 0.88455 343 0.05 30.9514 34.4311 7.4088
57 N/N85 42.3 32.6912 0.88455 343 0.05 30.9514 34.4311 9.6088
58 N/R40 19.6 45.1167 0.86216 343 0.05 43.4209 46.8124 -25.5167
59 N/R40 29.4 45.1167 0.86216 343 0.05 43.4209 46.8124 -15.7167
60 N/R40 31.0 45.1167 0.86216 343 0.05 43.4209 46.8124 -14.1167
61 N/R40 33.9 45.1167 0.86216 343 0.05 43.4209 46.8124 -11.2167
62 N/R40 36.1 45.1167 0.86216 343 0.05 43.4209 46.8124 -9.0167
63 N/R40 36.6 45.1167 0.86216 343 0.05 43.4209 46.8124 -8.5167
64 N/R40 36.7 45.1167 0.86216 343 0.05 43.4209 46.8124 -8.4167
65 N/R40 37.2 45.1167 0.86216 343 0.05 43.4209 46.8124 -7.9167
66 N/R40 38.9 45.1167 0.86216 343 0.05 43.4209 46.8124 -6.2167
67 N/R40 40.0 45.1167 0.86216 343 0.05 43.4209 46.8124 -5.1167
68 N/R40 40.3 45.1167 0.86216 343 0.05 43.4209 46.8124 -4.8167
69 N/R40 40.8 45.1167 0.86216 343 0.05 43.4209 46.8124 -4.3167
70 N/R40 41.6 45.1167 0.86216 343 0.05 43.4209 46.8124 -3.5167
71 N/R40 42.2 45.1167 0.86216 343 0.05 43.4209 46.8124 -2.9167
72 N/R40 42.2 45.1167 0.86216 343 0.05 43.4209 46.8124 -2.9167
73 N/R40 42.3 45.1167 0.86216 343 0.05 43.4209 46.8124 -2.8167
74 N/R40 42.5 45.1167 0.86216 343 0.05 43.4209 46.8124 -2.6167
75 N/R40 42.7 45.1167 0.86216 343 0.05 43.4209 46.8124 -2.4167
76 N/R40 42.7 45.1167 0.86216 343 0.05 43.4209 46.8124 -2.4167
77 N/R40 43.1 45.1167 0.86216 343 0.05 43.4209 46.8124 -2.0167
78 N/R40 43.2 45.1167 0.86216 343 0.05 43.4209 46.8124 -1.9167
79 N/R40 43.3 45.1167 0.86216 343 0.05 43.4209 46.8124 -1.8167
80 N/R40 43.6 45.1167 0.86216 343 0.05 43.4209 46.8124 -1.5167
81 N/R40 43.6 45.1167 0.86216 343 0.05 43.4209 46.8124 -1.5167
82 N/R40 43.7 45.1167 0.86216 343 0.05 43.4209 46.8124 -1.4167
83 N/R40 43.8 45.1167 0.86216 343 0.05 43.4209 46.8124 -1.3167
84 N/R40 43.8 45.1167 0.86216 343 0.05 43.4209 46.8124 -1.3167
85 N/R40 44.2 45.1167 0.86216 343 0.05 43.4209 46.8124 -0.9167
86 N/R40 45.3 45.1167 0.86216 343 0.05 43.4209 46.8124 0.1833
87 N/R40 45.7 45.1167 0.86216 343 0.05 43.4209 46.8124 0.5833
88 N/R40 46.4 45.1167 0.86216 343 0.05 43.4209 46.8124 1.2833
89 N/R40 47.5 45.1167 0.86216 343 0.05 43.4209 46.8124 2.3833
90 N/R40 47.5 45.1167 0.86216 343 0.05 43.4209 46.8124 2.3833
91 N/R40 47.5 45.1167 0.86216 343 0.05 43.4209 46.8124 2.3833
92 N/R40 47.5 45.1167 0.86216 343 0.05 43.4209 46.8124 2.3833
93 N/R40 47.6 45.1167 0.86216 343 0.05 43.4209 46.8124 2.4833
94 N/R40 47.6 45.1167 0.86216 343 0.05 43.4209 46.8124 2.4833
95 N/R40 47.6 45.1167 0.86216 343 0.05 43.4209 46.8124 2.4833
96 N/R40 47.6 45.1167 0.86216 343 0.05 43.4209 46.8124 2.4833
97 N/R40 48.1 45.1167 0.86216 343 0.05 43.4209 46.8124 2.9833
98 N/R40 48.3 45.1167 0.86216 343 0.05 43.4209 46.8124 3.1833
99 N/R40 48.7 45.1167 0.86216 343 0.05 43.4209 46.8124 3.5833
100 N/R40 49.8 45.1167 0.86216 343 0.05 43.4209 46.8124 4.6833
101 N/R40 50.1 45.1167 0.86216 343 0.05 43.4209 46.8124 4.9833
102 N/R40 50.3 45.1167 0.86216 343 0.05 43.4209 46.8124 5.1833
103 N/R40 50.5 45.1167 0.86216 343 0.05 43.4209 46.8124 5.3833
104 N/R40 50.8 45.1167 0.86216 343 0.05 43.4209 46.8124 5.6833
105 N/R40 51.0 45.1167 0.86216 343 0.05 43.4209 46.8124 5.8833
106 N/R40 51.3 45.1167 0.86216 343 0.05 43.4209 46.8124 6.1833
107 N/R40 51.3 45.1167 0.86216 343 0.05 43.4209 46.8124 6.1833
108 N/R40 51.8 45.1167 0.86216 343 0.05 43.4209 46.8124 6.6833
109 N/R40 52.0 45.1167 0.86216 343 0.05 43.4209 46.8124 6.8833
110 N/R40 52.4 45.1167 0.86216 343 0.05 43.4209 46.8124 7.2833
111 N/R40 52.5 45.1167 0.86216 343 0.05 43.4209 46.8124 7.3833
112 N/R40 52.7 45.1167 0.86216 343 0.05 43.4209 46.8124 7.5833
113 N/R40 52.9 45.1167 0.86216 343 0.05 43.4209 46.8124 7.7833
114 N/R40 53.3 45.1167 0.86216 343 0.05 43.4209 46.8124 8.1833
115 N/R40 53.8 45.1167 0.86216 343 0.05 43.4209 46.8124 8.6833
116 N/R40 54.0 45.1167 0.86216 343 0.05 43.4209 46.8124 8.8833
117 N/R40 54.6 45.1167 0.86216 343 0.05 43.4209 46.8124 9.4833
118 N/R50 18.6 42.2972 0.79256 343 0.05 40.7383 43.8561 -23.6972
119 N/R50 23.5 42.2972 0.79256 343 0.05 40.7383 43.8561 -18.7972
120 N/R50 25.1 42.2972 0.79256 343 0.05 40.7383 43.8561 -17.1972
121 N/R50 25.7 42.2972 0.79256 343 0.05 40.7383 43.8561 -16.5972
122 N/R50 26.8 42.2972 0.79256 343 0.05 40.7383 43.8561 -15.4972
123 N/R50 29.8 42.2972 0.79256 343 0.05 40.7383 43.8561 -12.4972
124 N/R50 30.9 42.2972 0.79256 343 0.05 40.7383 43.8561 -11.3972
125 N/R50 31.1 42.2972 0.79256 343 0.05 40.7383 43.8561 -11.1972
126 N/R50 31.8 42.2972 0.79256 343 0.05 40.7383 43.8561 -10.4972
127 N/R50 32.5 42.2972 0.79256 343 0.05 40.7383 43.8561 -9.7972
128 N/R50 32.7 42.2972 0.79256 343 0.05 40.7383 43.8561 -9.5972
129 N/R50 34.3 42.2972 0.79256 343 0.05 40.7383 43.8561 -7.9972
130 N/R50 35.2 42.2972 0.79256 343 0.05 40.7383 43.8561 -7.0972
131 N/R50 35.4 42.2972 0.79256 343 0.05 40.7383 43.8561 -6.8972
132 N/R50 35.4 42.2972 0.79256 343 0.05 40.7383 43.8561 -6.8972
133 N/R50 37.2 42.2972 0.79256 343 0.05 40.7383 43.8561 -5.0972
134 N/R50 37.6 42.2972 0.79256 343 0.05 40.7383 43.8561 -4.6972
135 N/R50 37.7 42.2972 0.79256 343 0.05 40.7383 43.8561 -4.5972
136 N/R50 38.2 42.2972 0.79256 343 0.05 40.7383 43.8561 -4.0972
137 N/R50 38.9 42.2972 0.79256 343 0.05 40.7383 43.8561 -3.3972
138 N/R50 39.4 42.2972 0.79256 343 0.05 40.7383 43.8561 -2.8972
139 N/R50 39.9 42.2972 0.79256 343 0.05 40.7383 43.8561 -2.3972
140 N/R50 40.4 42.2972 0.79256 343 0.05 40.7383 43.8561 -1.8972
141 N/R50 40.7 42.2972 0.79256 343 0.05 40.7383 43.8561 -1.5972
142 N/R50 40.9 42.2972 0.79256 343 0.05 40.7383 43.8561 -1.3972
143 N/R50 41.3 42.2972 0.79256 343 0.05 40.7383 43.8561 -0.9972
144 N/R50 41.5 42.2972 0.79256 343 0.05 40.7383 43.8561 -0.7972
145 N/R50 42.0 42.2972 0.79256 343 0.05 40.7383 43.8561 -0.2972
146 N/R50 42.4 42.2972 0.79256 343 0.05 40.7383 43.8561 0.1028
147 N/R50 42.4 42.2972 0.79256 343 0.05 40.7383 43.8561 0.1028
148 N/R50 42.5 42.2972 0.79256 343 0.05 40.7383 43.8561 0.2028
149 N/R50 42.6 42.2972 0.79256 343 0.05 40.7383 43.8561 0.3028
150 N/R50 42.7 42.2972 0.79256 343 0.05 40.7383 43.8561 0.4028
151 N/R50 42.9 42.2972 0.79256 343 0.05 40.7383 43.8561 0.6028
152 N/R50 43.6 42.2972 0.79256 343 0.05 40.7383 43.8561 1.3028
153 N/R50 43.9 42.2972 0.79256 343 0.05 40.7383 43.8561 1.6028
154 N/R50 44.4 42.2972 0.79256 343 0.05 40.7383 43.8561 2.1028
155 N/R50 45.1 42.2972 0.79256 343 0.05 40.7383 43.8561 2.8028
156 N/R50 45.2 42.2972 0.79256 343 0.05 40.7383 43.8561 2.9028
157 N/R50 45.6 42.2972 0.79256 343 0.05 40.7383 43.8561 3.3028
158 N/R50 46.3 42.2972 0.79256 343 0.05 40.7383 43.8561 4.0028
159 N/R50 46.5 42.2972 0.79256 343 0.05 40.7383 43.8561 4.2028
160 N/R50 46.7 42.2972 0.79256 343 0.05 40.7383 43.8561 4.4028
161 N/R50 46.9 42.2972 0.79256 343 0.05 40.7383 43.8561 4.6028
162 N/R50 47.2 42.2972 0.79256 343 0.05 40.7383 43.8561 4.9028
163 N/R50 47.3 42.2972 0.79256 343 0.05 40.7383 43.8561 5.0028
164 N/R50 47.5 42.2972 0.79256 343 0.05 40.7383 43.8561 5.2028
165 N/R50 47.6 42.2972 0.79256 343 0.05 40.7383 43.8561 5.3028
166 N/R50 47.7 42.2972 0.79256 343 0.05 40.7383 43.8561 5.4028
167 N/R50 47.8 42.2972 0.79256 343 0.05 40.7383 43.8561 5.5028
168 N/R50 48.0 42.2972 0.79256 343 0.05 40.7383 43.8561 5.7028
169 N/R50 48.1 42.2972 0.79256 343 0.05 40.7383 43.8561 5.8028
170 N/R50 48.1 42.2972 0.79256 343 0.05 40.7383 43.8561 5.8028
171 N/R50 48.3 42.2972 0.79256 343 0.05 40.7383 43.8561 6.0028
172 N/R50 48.7 42.2972 0.79256 343 0.05 40.7383 43.8561 6.4028
173 N/R50 49.1 42.2972 0.79256 343 0.05 40.7383 43.8561 6.8028
174 N/R50 49.1 42.2972 0.79256 343 0.05 40.7383 43.8561 6.8028
175 N/R50 49.1 42.2972 0.79256 343 0.05 40.7383 43.8561 6.8028
176 N/R50 49.1 42.2972 0.79256 343 0.05 40.7383 43.8561 6.8028
177 N/R50 49.2 42.2972 0.79256 343 0.05 40.7383 43.8561 6.9028
178 N/R50 49.2 42.2972 0.79256 343 0.05 40.7383 43.8561 6.9028
179 N/R50 49.4 42.2972 0.79256 343 0.05 40.7383 43.8561 7.1028
180 N/R50 50.0 42.2972 0.79256 343 0.05 40.7383 43.8561 7.7028
181 N/R50 50.2 42.2972 0.79256 343 0.05 40.7383 43.8561 7.9028
182 N/R50 50.5 42.2972 0.79256 343 0.05 40.7383 43.8561 8.2028
183 N/R50 50.5 42.2972 0.79256 343 0.05 40.7383 43.8561 8.2028
184 N/R50 50.9 42.2972 0.79256 343 0.05 40.7383 43.8561 8.6028
185 N/R50 51.3 42.2972 0.79256 343 0.05 40.7383 43.8561 9.0028
186 N/R50 51.4 42.2972 0.79256 343 0.05 40.7383 43.8561 9.1028
187 N/R50 51.7 42.2972 0.79256 343 0.05 40.7383 43.8561 9.4028
188 N/R50 51.9 42.2972 0.79256 343 0.05 40.7383 43.8561 9.6028
189 NP 6.4 27.4020 0.95403 343 0.05 25.5255 29.2785 -21.0020
190 NP 9.2 27.4020 0.95403 343 0.05 25.5255 29.2785 -18.2020
191 NP 13.8 27.4020 0.95403 343 0.05 25.5255 29.2785 -13.6020
192 NP 18.0 27.4020 0.95403 343 0.05 25.5255 29.2785 -9.4020
193 NP 20.0 27.4020 0.95403 343 0.05 25.5255 29.2785 -7.4020
194 NP 21.5 27.4020 0.95403 343 0.05 25.5255 29.2785 -5.9020
195 NP 21.8 27.4020 0.95403 343 0.05 25.5255 29.2785 -5.6020
196 NP 22.1 27.4020 0.95403 343 0.05 25.5255 29.2785 -5.3020
197 NP 24.0 27.4020 0.95403 343 0.05 25.5255 29.2785 -3.4020
198 NP 24.1 27.4020 0.95403 343 0.05 25.5255 29.2785 -3.3020
199 NP 24.3 27.4020 0.95403 343 0.05 25.5255 29.2785 -3.1020
200 NP 24.7 27.4020 0.95403 343 0.05 25.5255 29.2785 -2.7020
201 NP 24.8 27.4020 0.95403 343 0.05 25.5255 29.2785 -2.6020
202 NP 25.1 27.4020 0.95403 343 0.05 25.5255 29.2785 -2.3020
203 NP 25.9 27.4020 0.95403 343 0.05 25.5255 29.2785 -1.5020
204 NP 26.3 27.4020 0.95403 343 0.05 25.5255 29.2785 -1.1020
205 NP 26.5 27.4020 0.95403 343 0.05 25.5255 29.2785 -0.9020
206 NP 26.6 27.4020 0.95403 343 0.05 25.5255 29.2785 -0.8020
207 NP 26.8 27.4020 0.95403 343 0.05 25.5255 29.2785 -0.6020
208 NP 27.1 27.4020 0.95403 343 0.05 25.5255 29.2785 -0.3020
209 NP 27.3 27.4020 0.95403 343 0.05 25.5255 29.2785 -0.1020
210 NP 27.5 27.4020 0.95403 343 0.05 25.5255 29.2785 0.0980
211 NP 28.0 27.4020 0.95403 343 0.05 25.5255 29.2785 0.5980
212 NP 28.3 27.4020 0.95403 343 0.05 25.5255<