Final Model with Diagnoistics

The Mixed Procedure

Model Information
Data Set WORK.SCHOOL23
Dependent Variable MATH
Covariance Structure Unstructured
Subject Effect SCHOOL
Estimation Method REML
Residual Variance Method Profile
Fixed Effects SE Method Model-Based
Degrees of Freedom Method Satterthwaite

Dimensions
Covariance Parameters 4
Columns in X 6
Columns in Z Per Subject 2
Subjects 23
Max Obs Per Subject 67

Number of Observations
Number of Observations Read 519
Number of Observations Used 519
Number of Observations Not Used 0

Iteration History
Iteration Evaluations -2 Res Log Like Criterion
0 1 3696.40344692  
1 2 3612.23890067 0.00607344
2 1 3601.61223479 0.00330334
3 1 3595.94944893 0.00145577
4 1 3593.53015175 0.00043575
5 1 3592.84366411 0.00005947
6 1 3592.75748450 0.00000152
7 1 3592.75543207 0.00000000

Convergence criteria met.

Covariance Parameter Estimates
Cov Parm Subject Estimate Standard Error Z Value Pr Z
UN(1,1) SCHOOL 49.8879 17.7280 2.81 0.0024
UN(2,1) SCHOOL -24.3721 9.0424 -2.70 0.0070
UN(2,2) SCHOOL 14.6440 5.2441 2.79 0.0026
Residual   51.2969 3.3506 15.31 <.0001

Fit Statistics
-2 Res Log Likelihood 3592.8
AIC (smaller is better) 3600.8
AICC (smaller is better) 3600.8
BIC (smaller is better) 3605.3

Null Model Likelihood Ratio Test
DF Chi-Square Pr > ChiSq
3 103.65 <.0001

Information Criteria
Neg2LogLike Parms AIC AICC HQIC BIC CAIC
3592.8 4 3600.8 3600.8 3601.9 3605.3 3609.3

Solution for Fixed Effects
Effect WHITE
RACE BINARY		 Estimate Standard Error DF t Value Pr > |t| Alpha Lower Upper
Intercept   47.8456 1.6205 22.8 29.53 <.0001 0.05 44.4919 51.1994
HOMEW   1.8257 0.8503 19.9 2.15 0.0443 0.05 0.05162 3.5997
cses   2.2058 0.5356 485 4.12 <.0001 0.05 1.1533 3.2582
WHITE 0 -2.1708 0.9733 368 -2.23 0.0263 0.05 -4.0847 -0.2570
WHITE 1 0 . . . . . . .
gmeanses   5.1510 1.3477 21.2 3.82 0.0010 0.05 2.3502 7.9519

Type 3 Tests of Fixed Effects
Effect Num DF Den DF Chi-Square F Value Pr > ChiSq Pr > F
HOMEW 1 19.9 4.61 4.61 0.0318 0.0443
cses 1 485 16.96 16.96 <.0001 <.0001
WHITE 1 368 4.97 4.97 0.0257 0.0263
gmeanses 1 21.2 14.61 14.61 0.0001 0.0010


Final Model with Diagnoistics

The Mixed Procedure

Raw

Studentized

Pearson


Final Model with Diagnoistics

The Mixed Procedure

Raw

Studentized

Pearson

Influence Diagnostics
Deleted Obs.
Index		 Observed Value Predicted Value Residual Leverage PRESS Residual Internally Studentized
Residual		 RMSE without
deleted obs		 Externally Studentized
Residual		 Cook's D DFFITS COVRATIO Restricted
Likelihood
Distance
1 50.0000 53.6072 -3.607 0.00544 -3.631 -0.4474 7.16662 -0.4471 0.00009 -0.01663 1.0075 0.0009
2 43.0000 52.6808 -9.681 0.00585 -9.743 -1.2007 7.15414 -1.2020 0.00089 -0.04344 0.9909 0.0058
3 50.0000 51.9114 -1.911 0.02144 -1.983 -0.2101 7.16771 -0.2099 0.00074 -0.03585 1.0256 0.0043
4 49.0000 53.9822 -4.982 0.00584 -5.016 -0.6180 7.16471 -0.6178 0.00020 -0.02346 1.0051 0.0011
5 62.0000 53.5852 8.415 0.00543 8.458 1.0436 7.16068 1.0438 0.00031 0.03030 0.9992 0.0016
6 43.0000 54.6439 -11.644 0.00733 -11.737 -1.4454 7.14786 -1.4483 0.00175 -0.06317 0.9830 0.0129
7 42.0000 51.4676 -9.468 0.00937 -9.566 -1.1757 7.15470 -1.1769 0.00256 -0.06594 0.9957 0.0140
8 68.0000 59.3710 8.629 0.00441 8.662 0.7430 7.16212 0.7430 0.00022 0.01368 1.0010 0.0011
9 41.0000 50.7746 -9.775 0.01759 -9.966 -1.2186 7.15370 -1.2200 0.00578 -0.11595 1.0011 0.0304
10 62.0000 62.6304 -0.630 0.00939 -0.657 -0.0431 7.16819 -0.0431 0.00017 -0.00836 1.0144 0.0016
11 69.0000 54.5778 14.422 0.00713 14.524 1.7901 7.14242 1.7951 0.00206 0.06913 0.9754 0.0182
12 60.0000 52.1565 7.843 0.00785 7.906 0.7948 7.16099 0.7950 0.00044 0.03215 1.0002 0.0022
13 71.0000 58.5328 12.467 0.00430 12.516 1.0735 7.15231 1.0750 0.00037 0.02063 0.9871 0.0038
14 56.0000 54.4454 1.555 0.00677 1.561 0.1929 7.16905 0.1927 0.00001 0.00432 1.0120 0.0010
15 47.0000 51.3702 -4.370 0.01876 -4.469 -0.5451 7.16558 -0.5449 0.00144 -0.05873 1.0189 0.0074
16 58.0000 53.5410 4.459 0.00541 4.480 0.5530 7.16712 0.5526 0.00008 0.01480 1.0082 0.0009
17 66.0000 53.0116 12.988 0.00548 13.058 1.6107 7.14773 1.6140 0.00096 0.04877 0.9815 0.0090
18 41.0000 55.0487 -14.049 0.02677 -14.469 -1.8256 7.13708 -1.8320 0.02105 -0.24115 0.9876 0.1187
19 60.0000 49.9754 10.025 0.02168 10.229 1.2993 7.15756 1.3002 0.00613 0.12328 1.0119 0.0311
20 69.0000 56.8225 12.177 0.00724 12.261 1.5683 7.15164 1.5706 0.00195 0.05923 0.9892 0.0120
21 44.0000 53.6072 -9.607 0.00544 -9.665 -1.1915 7.15437 -1.1928 0.00055 -0.04013 0.9904 0.0040
22 61.0000 52.6146 8.385 0.00595 8.433 1.0400 7.16074 1.0402 0.00053 0.03306 1.0002 0.0027
23 65.0000 55.1682 9.832 0.00417 9.870 1.2644 7.15824 1.2651 0.00032 0.02813 0.9955 0.0019
24 67.0000 61.8312 5.169 0.00792 5.196 0.2887 7.16782 0.2884 0.00004 0.00686 1.0089 0.0008
25 57.0000 52.5484 4.452 0.00607 4.475 0.5521 7.16713 0.5518 0.00014 0.01653 1.0093 0.0012
26 64.0000 59.1011 4.899 0.00842 4.926 0.3352 7.16785 0.3349 0.00013 0.00869 1.0113 0.0013
27 67.0000 55.9079 11.092 0.01439 11.237 0.9571 7.15618 0.9579 0.00406 0.05820 1.0025 0.0210
28 65.0000 54.5998 10.400 0.00720 10.473 1.2909 7.15577 1.2921 0.00106 0.04925 0.9938 0.0061
29 70.0000 53.2984 16.702 0.00536 16.791 2.0712 7.13285 2.0797 0.00138 0.06220 0.9611 0.0243
30 59.0000 60.4959 -1.496 0.00710 -1.519 -0.1289 7.16779 -0.1288 0.00016 -0.00964 1.0120 0.0014
31 54.0000 52.8131 1.187 0.00567 1.190 0.1472 7.16912 0.1471 0.00000 0.00219 1.0116 0.0010
32 53.0000 52.7911 0.209 0.00570 0.206 0.0259 7.16914 0.0259 0.00000 -0.00180 1.0116 0.0010
33 58.0000 57.0600 0.940 0.00377 0.939 0.1027 7.16915 0.1026 0.00000 -0.00077 1.0106 0.0010
34 59.0000 65.9950 -6.995 0.01270 -7.149 -0.3278 7.15343 -0.3282 0.00266 -0.03257 0.9937 0.0149
35 60.0000 57.9593 2.041 0.00515 2.043 0.1758 7.16914 0.1756 0.00000 0.00098 1.0113 0.0010
36 48.0000 55.1954 -7.195 0.00933 -7.271 -0.8940 7.16048 -0.8942 0.00118 -0.05009 1.0024 0.0060
37 59.0000 58.8857 0.114 0.00415 0.108 0.0098 7.16885 0.0098 0.00001 -0.00273 1.0100 0.0009
38 50.0000 56.4281 -6.428 0.01817 -6.583 -0.5552 7.15983 -0.5553 0.00372 -0.06118 1.0106 0.0187
39 43.0000 54.7983 -11.798 0.00782 -11.899 -1.4649 7.14731 -1.4679 0.00208 -0.06786 0.9827 0.0149
40 48.0000 53.7124 -5.712 0.00668 -5.758 -0.7353 7.16295 -0.7353 0.00068 -0.03294 1.0049 0.0034
41 65.0000 59.7408 5.259 0.00647 5.283 0.3597 7.16751 0.3594 0.00007 0.00752 1.0090 0.0009
42 41.0000 52.0709 -11.071 0.01661 -11.278 -1.4320 7.14877 -1.4347 0.00743 -0.13088 0.9939 0.0409
43 50.0000 50.9901 -0.990 0.01797 -1.027 -0.1281 7.16863 -0.1280 0.00022 -0.02272 1.0235 0.0019
44 64.0000 55.4329 8.567 0.00424 8.600 1.1018 7.16114 1.1020 0.00024 0.02446 0.9996 0.0012
45 61.0000 53.8136 7.186 0.01299 7.237 0.8907 7.16725 0.8901 0.00031 0.03609 1.0127 0.0020
46 56.0000 52.8430 3.157 0.01236 3.151 0.3911 7.16914 0.3908 0.00000 -0.00411 1.0149 0.0010
47 46.0000 52.2695 -6.270 0.01300 -6.409 -0.7770 7.15479 -0.7778 0.00242 -0.09933 0.9955 0.0132
48 60.0000 51.4365 8.564 0.01177 8.547 0.8671 7.16893 0.8663 0.00002 -0.00879 1.0121 0.0010
49 65.0000 52.1644 12.836 0.01240 12.882 1.3001 7.16761 1.2991 0.00012 0.02384 1.0102 0.0012
50 39.0000 54.2886 -15.289 0.03865 -15.682 -1.6733 7.16012 -1.6738 0.01065 -0.21754 1.0380 0.0534
51 67.0000 52.4952 14.505 0.01309 14.580 1.4696 7.16547 1.4689 0.00032 0.03854 1.0077 0.0018
52 65.0000 51.5026 13.497 0.01178 13.550 1.3667 7.16687 1.3658 0.00017 0.02774 1.0091 0.0013
53 61.0000 52.0895 8.910 0.01042 8.937 0.9675 7.16841 0.9667 0.00010 0.01942 1.0135 0.0013
54 42.0000 46.6787 -4.679 0.01888 -4.685 -0.4713 7.16915 -0.4708 0.00000 -0.00398 1.0243 0.0010
55 67.0000 51.6704 15.330 0.01132 15.447 1.6649 7.15707 1.6660 0.00210 0.08401 0.9989 0.0110
56 67.0000 57.1356 9.864 0.02529 9.837 0.8472 7.16907 0.8464 0.00004 -0.01232 1.0238 0.0011
57 46.0000 46.7397 -0.740 0.01314 -0.740 -0.0911 7.16917 -0.0910 0.00000 -0.00041 1.0194 0.0010
58 42.0000 49.4049 -7.405 0.00361 -7.425 -0.9446 7.16501 -0.9442 0.00012 -0.02252 1.0049 0.0007
59 56.0000 50.2262 5.774 0.00895 5.810 0.7119 7.16708 0.7115 0.00039 0.03139 1.0134 0.0024
60 40.0000 50.1769 -10.177 0.00343 -10.206 -1.2980 7.15966 -1.2985 0.00027 -0.03279 0.9974 0.0015
61 40.0000 51.1644 -11.164 0.00732 -11.208 -1.2130 7.16498 -1.2126 0.00020 -0.03025 1.0056 0.0011
62 41.0000 45.7172 -4.717 0.01361 -4.814 -0.5820 7.16273 -0.5820 0.00272 -0.08171 1.0155 0.0136
63 39.0000 49.3167 -10.317 0.00372 -10.349 -1.3161 7.15933 -1.3166 0.00030 -0.03558 0.9971 0.0017
64 48.0000 49.4270 -1.427 0.00359 -1.425 -0.1820 7.16912 -0.1819 0.00000 0.00238 1.0107 0.0010
65 42.0000 48.5718 -6.572 0.00387 -6.606 -0.8087 7.15879 -0.8091 0.00034 -0.03377 0.9964 0.0019
66 50.0000 47.5792 2.421 0.00385 2.423 0.2979 7.16913 0.2976 0.00000 0.00183 1.0109 0.0010
67 59.0000 47.9101 11.090 0.00361 11.124 1.3646 7.15727 1.3655 0.00029 0.03389 0.9940 0.0020
68 62.0000 44.8713 17.129 0.00982 17.255 1.7270 7.14950 1.7301 0.00254 0.07558 0.9869 0.0160
69 42.0000 47.3858 -5.386 0.00919 -5.505 -0.5430 7.14923 -0.5440 0.00174 -0.07114 0.9851 0.0121
70 53.0000 46.1143 6.886 0.01449 6.962 0.8499 7.16565 0.8495 0.00158 0.06327 1.0206 0.0081
71 53.0000 50.5519 2.448 0.00384 2.466 0.3123 7.16635 0.3121 0.00012 0.01975 1.0073 0.0010
72 44.0000 53.8724 -9.872 0.01456 -9.871 -0.8470 7.16916 -0.8462 0.00000 0.00041 1.0139 0.0010
73 43.0000 45.6653 -2.665 0.00805 -2.745 -0.2686 7.15769 -0.2688 0.00074 -0.04793 0.9960 0.0041
74 62.0000 47.5572 14.443 0.00388 14.494 1.7774 7.14691 1.7812 0.00073 0.04955 0.9800 0.0084
75 64.0000 48.8365 15.163 0.00426 15.223 1.8663 7.14426 1.8710 0.00110 0.05715 0.9768 0.0120
76 45.0000 49.0961 -4.096 0.00407 -4.105 -0.5226 7.16854 -0.5222 0.00002 -0.00967 1.0103 0.0009
77 37.0000 50.7894 -13.789 0.00795 -13.860 -1.4986 7.15969 -1.4992 0.00059 -0.04905 0.9987 0.0031
78 50.0000 47.6675 2.333 0.00376 2.334 0.2870 7.16915 0.2868 0.00000 0.00145 1.0108 0.0010
79 58.0000 48.5005 9.499 0.00557 9.567 1.2129 7.15031 1.2149 0.00150 0.06955 0.9863 0.0104
80 56.0000 49.5814 6.419 0.00345 6.449 0.8187 7.15908 0.8191 0.00024 0.03376 0.9965 0.0014
81 37.0000 47.2484 -10.248 0.00435 -10.304 -1.2614 7.14790 -1.2639 0.00100 -0.05372 0.9818 0.0091
82 48.0000 47.9631 0.037 0.00393 0.036 0.0045 7.16916 0.0045 0.00000 -0.00076 1.0109 0.0010
83 48.0000 45.5639 2.436 0.00613 2.420 0.2457 7.16838 0.2455 0.00002 -0.00916 1.0095 0.0009
84 53.0000 44.6596 8.340 0.00700 8.369 0.8414 7.16717 0.8408 0.00011 0.01657 1.0089 0.0011
85 42.0000 46.6617 -4.662 0.00401 -4.682 -0.5744 7.16575 -0.5742 0.00011 -0.01852 1.0061 0.0008
86 43.0000 48.4433 -5.443 0.00453 -5.449 -0.6954 7.16896 -0.6948 0.00001 -0.00573 1.0107 0.0010
87 57.0000 46.9705 10.029 0.00364 10.067 1.2357 7.15556 1.2369 0.00028 0.03385 0.9915 0.0023
88 33.0000 53.7217 -20.722 0.02490 -20.859 -1.4148 7.16686 -1.4139 0.00050 -0.04569 1.0142 0.0029
89 64.0000 47.1249 16.875 0.00354 16.936 2.0790 7.12980 2.0885 0.00071 0.05622 0.9563 0.0247
90 36.0000 47.0146 -11.015 0.00360 -11.057 -1.3571 7.15116 -1.3592 0.00036 -0.03861 0.9854 0.0042
91 56.0000 50.5388 5.461 0.00617 5.524 0.6980 7.15573 0.6986 0.00147 0.06135 0.9948 0.0082
92 48.0000 46.7058 1.294 0.00395 1.299 0.1595 7.16901 0.1593 0.00000 0.00391 1.0106 0.0010
93 48.0000 47.8308 0.169 0.00376 0.169 0.0209 7.16916 0.0208 0.00000 -0.00026 1.0107 0.0010
94 44.0000 45.2941 -1.294 0.00830 -1.307 -0.1597 7.16883 -0.1596 0.00005 -0.01107 1.0148 0.0011
95 35.0000 46.5904 -11.590 0.01148 -11.680 -1.4856 7.16139 -1.4857 0.00175 -0.07532 1.0067 0.0088
96 50.0000 48.1396 1.860 0.00422 1.868 0.2293 7.16879 0.2290 0.00002 0.00641 1.0107 0.0009
97 36.0000 52.6240 -16.624 0.01427 -16.689 -1.4272 7.16702 -1.4263 0.00022 -0.02964 1.0104 0.0016
98 47.0000 47.6764 -0.676 0.00361 -0.680 -0.0833 7.16905 -0.0833 0.00000 -0.00315 1.0104 0.0010
99 41.0000 48.0021 -7.002 0.00547 -7.018 -0.8950 7.16807 -0.8943 0.00006 -0.01539 1.0103 0.0010
100 42.0000 47.2352 -5.235 0.00350 -5.255 -0.6450 7.16491 -0.6447 0.00007 -0.01823 1.0044 0.0005
101 49.0000 47.3896 1.610 0.00349 1.615 0.1984 7.16890 0.1982 0.00000 0.00454 1.0100 0.0009
102 39.0000 49.5292 -10.529 0.00899 -10.631 -1.2999 7.15258 -1.3016 0.00313 -0.08394 0.9932 0.0176
103 45.0000 49.3086 -4.309 0.00794 -4.347 -0.5317 7.16621 -0.5314 0.00046 -0.03179 1.0111 0.0026
104 48.0000 46.7058 1.294 0.00395 1.299 0.1595 7.16901 0.1593 0.00000 0.00391 1.0106 0.0010
105 42.0000 57.5443 -15.544 0.03631 -15.668 -0.8667 7.16874 -0.8659 0.00025 -0.03275 1.0296 0.0021
106 48.0000 46.9822 1.018 0.00724 0.976 0.1253 7.16504 0.1253 0.00052 -0.03924 1.0084 0.0028
107 57.0000 48.4550 8.545 0.00766 8.597 1.0914 7.16328 1.0912 0.00084 0.05258 1.0065 0.0042
108 60.0000 49.8277 10.172 0.00615 10.198 1.2519 7.16701 1.2511 0.00019 0.02456 1.0098 0.0014
109 67.0000 51.0188 15.981 0.01122 16.098 1.9708 7.15549 1.9726 0.00329 0.10142 0.9990 0.0174
110 48.0000 47.3870 0.613 0.01401 0.590 0.0784 7.16883 0.0783 0.00015 -0.02144 1.0248 0.0016
111 51.0000 49.5137 1.486 0.00427 1.483 0.1895 7.16910 0.1894 0.00000 -0.00330 1.0114 0.0010
112 46.0000 48.3719 -2.372 0.00439 -2.413 -0.2917 7.15813 -0.2919 0.00039 -0.04156 0.9956 0.0023
113 44.0000 50.9034 -6.903 0.00373 -6.939 -0.8800 7.15748 -0.8806 0.00047 -0.04122 0.9948 0.0028
114 62.0000 47.8425 14.158 0.00495 14.199 1.7415 7.16023 1.7420 0.00048 0.04164 0.9991 0.0025
115 63.0000 49.9600 13.040 0.00655 13.087 1.6051 7.16259 1.6050 0.00065 0.04530 1.0040 0.0032
116 47.0000 48.4770 -1.477 0.00756 -1.506 -0.1886 7.16729 -0.1885 0.00026 -0.02935 1.0121 0.0018
117 56.0000 49.2932 6.707 0.00476 6.730 0.8555 7.16618 0.8550 0.00018 0.02540 1.0077 0.0012
118 58.0000 52.2930 5.707 0.00763 5.736 0.7286 7.16734 0.7281 0.00031 0.02989 1.0131 0.0021
119 54.0000 49.0998 4.900 0.00466 4.893 0.6027 7.16887 0.6022 0.00001 -0.00718 1.0108 0.0010
120 54.0000 48.7417 5.258 0.00648 5.280 0.6712 7.16777 0.6707 0.00015 0.02239 1.0117 0.0014
121 60.0000 48.6807 11.319 0.00435 11.343 1.3921 7.16554 1.3914 0.00012 0.02363 1.0059 0.0008
122 46.0000 43.9598 2.040 0.01242 2.017 0.2518 7.16871 0.2515 0.00014 -0.01968 1.0199 0.0015
123 47.0000 48.6011 -1.601 0.00489 -1.629 -0.1970 7.16496 -0.1969 0.00031 -0.02741 1.0065 0.0017
124 38.0000 56.3449 -18.345 0.02686 -18.578 -1.2517 7.16425 -1.2513 0.00146 -0.07873 1.0133 0.0074
125 40.0000 47.3567 -7.357 0.01696 -7.559 -0.9096 7.15104 -0.9110 0.00790 -0.15673 0.9995 0.0421
126 39.0000 49.1915 -10.192 0.00505 -10.242 -1.3002 7.15624 -1.3013 0.00098 -0.05538 0.9944 0.0056
127 54.0000 49.9194 4.081 0.00417 4.101 0.5204 7.16593 0.5201 0.00016 0.02348 1.0070 0.0011
128 56.0000 45.4377 10.562 0.01114 10.642 1.3028 7.16261 1.3028 0.00172 0.06823 1.0097 0.0086
129 58.0000 46.3291 11.671 0.00867 11.743 1.4380 7.16030 1.4384 0.00173 0.06522 1.0042 0.0087
130 62.0000 47.5721 14.428 0.01271 14.631 1.8459 7.13621 1.8526 0.01110 0.18822 0.9757 0.0695
131 44.0000 47.2556 -3.256 0.00569 -3.298 -0.4007 7.16199 -0.4007 0.00073 -0.04105 1.0033 0.0037
132 44.0000 48.8437 -4.844 0.00518 -4.891 -0.5961 7.15841 -0.5964 0.00089 -0.04615 0.9976 0.0047
133 47.0000 44.5995 2.401 0.01125 2.384 0.2961 7.16887 0.2958 0.00008 -0.01449 1.0188 0.0013
134 54.0000 51.3311 2.669 0.00593 2.690 0.3406 7.16756 0.3404 0.00016 0.02228 1.0111 0.0014
135 43.0000 46.5497 -3.550 0.00778 -3.610 -0.4372 7.16136 -0.4373 0.00131 -0.05593 1.0047 0.0066
136 67.0000 45.9671 21.033 0.01190 21.250 2.5952 7.12632 2.6083 0.01213 0.18439 0.9605 0.0872
137 62.0000 47.5423 14.458 0.00517 14.516 1.7791 7.15294 1.7814 0.00139 0.05678 0.9901 0.0087
138 62.0000 48.1820 13.818 0.00469 13.867 1.7001 7.15485 1.7018 0.00099 0.04887 0.9922 0.0061
139 50.0000 51.7231 -1.723 0.00766 -1.693 -0.1872 7.16731 -0.1870 0.00011 0.02137 1.0092 0.0011
140 45.0000 49.9687 -4.969 0.00833 -5.046 -0.6122 7.15806 -0.6126 0.00194 -0.07013 1.0003 0.0101
141 50.0000 47.8019 2.198 0.01012 2.229 0.2810 7.16798 0.2808 0.00027 0.02940 1.0162 0.0020
142 34.0000 50.4929 -16.493 0.00433 -16.565 -2.1035 7.13341 -2.1120 0.00195 -0.08098 0.9624 0.0265
143 60.0000 47.9224 12.078 0.01228 12.131 1.2181 7.16694 1.2173 0.00048 0.03148 1.0143 0.0029
144 58.0000 44.0934 13.907 0.00848 14.046 1.7904 7.13402 1.7975 0.00261 0.10031 0.9639 0.0292
145 43.0000 43.4316 -0.432 0.00976 -0.418 -0.0556 7.16890 -0.0555 0.00003 0.00993 1.0137 0.0011
146 49.0000 42.6647 6.335 0.01191 6.383 0.7860 7.16715 0.7855 0.00022 0.03280 1.0109 0.0016
147 42.0000 44.9587 -2.959 0.01813 -3.070 -0.3681 7.16449 -0.3680 0.00131 -0.07049 1.0131 0.0067
148 35.0000 48.7101 -13.710 0.01579 -13.680 -0.9385 7.16879 -0.9377 0.00009 0.00951 1.0174 0.0013
149 38.0000 45.9683 -7.968 0.01032 -8.035 -1.0270 7.16376 -1.0268 0.00057 -0.04615 1.0059 0.0029
150 35.0000 42.6427 -7.643 0.01191 -7.776 -0.9482 7.15350 -0.9494 0.00175 -0.09160 0.9918 0.0103
151 42.0000 50.4358 -8.436 0.01237 -8.404 -0.7278 7.16837 -0.7272 0.00010 0.01292 1.0129 0.0012
152 41.0000 50.7225 -9.723 0.01371 -9.707 -0.8391 7.16902 -0.8383 0.00002 0.00616 1.0152 0.0011
153 31.0000 48.9410 -17.941 0.01340 -18.108 -1.9674 7.14934 -1.9709 0.00375 -0.08832 0.9887 0.0221
154 41.0000 43.1449 -2.145 0.01063 -2.149 -0.2763 7.16915 -0.2761 0.00000 -0.00266 1.0151 0.0010
155 32.0000 41.3854 -9.385 0.01370 -9.565 -1.1651 7.14768 -1.1674 0.00391 -0.12167 0.9862 0.0239
156 65.0000 40.9493 24.051 0.01824 24.425 2.4367 7.12177 2.4505 0.00963 0.19386 0.9517 0.0818
157 50.0000 42.7750 7.225 0.01193 7.284 0.8964 7.16606 0.8959 0.00034 0.04076 1.0093 0.0020
158 37.0000 46.0955 -9.095 0.00722 -9.117 -0.9951 7.16800 -0.9942 0.00005 -0.01217 1.0098 0.0009
159 44.0000 48.0145 -4.015 0.00935 -3.992 -0.4396 7.16844 -0.4392 0.00006 0.01212 1.0116 0.0011
160 44.0000 45.8087 -1.809 0.00763 -1.773 -0.1979 7.16631 -0.1978 0.00018 0.02009 1.0080 0.0012
161 41.0000 46.8947 -5.895 0.01422 -5.956 -0.7612 7.16678 -0.7607 0.00050 -0.04023 1.0138 0.0029
162 39.0000 46.2499 -7.250 0.00708 -7.257 -0.7931 7.16902 -0.7924 0.00001 -0.00419 1.0110 0.0010
163 36.0000 48.0535 -12.054 0.00853 -12.067 -1.0389 7.16888 -1.0379 0.00001 -0.00542 1.0108 0.0010
164 65.0000 57.7432 7.257 0.01120 7.187 0.6228 7.16487 0.6226 0.00031 -0.03191 1.0063 0.0017
165 62.0000 54.2852 7.715 0.00485 7.717 0.8379 7.16914 0.8371 0.00000 0.00153 1.0108 0.0010
166 44.0000 48.7057 -4.706 0.01715 -4.742 -0.5816 7.16861 -0.5810 0.00027 -0.02827 1.0262 0.0022
167 63.0000 57.0152 5.985 0.00985 5.908 0.5135 7.16246 0.5134 0.00028 -0.03540 1.0019 0.0014
168 43.0000 51.8640 -8.864 0.00331 -8.902 -1.1305 7.15164 -1.1322 0.00060 -0.04288 0.9866 0.0053
169 68.0000 56.4417 11.558 0.00964 11.549 0.9915 7.16906 0.9906 0.00000 -0.00425 1.0114 0.0010
170 50.0000 49.6854 0.315 0.00457 0.329 0.0387 7.16781 0.0387 0.00006 0.01440 1.0094 0.0009
171 57.0000 50.2537 6.746 0.00837 6.785 0.8622 7.16633 0.8617 0.00053 0.03799 1.0124 0.0030
172 53.0000 49.8618 3.138 0.00434 3.165 0.3862 7.16417 0.3861 0.00019 0.02641 1.0041 0.0010
173 48.0000 52.7735 -4.773 0.01079 -4.797 -0.5887 7.16858 -0.5882 0.00015 -0.02004 1.0181 0.0016
174 53.0000 45.6786 7.321 0.02953 7.481 0.9436 7.16547 0.9432 0.00326 0.11050 1.0355 0.0165
175 47.0000 48.1193 -1.119 0.00980 -1.102 -0.1381 7.16878 -0.1379 0.00007 0.01465 1.0159 0.0012
176 36.0000 46.3598 -10.360 0.01238 -10.397 -1.0455 7.16812 -1.0446 0.00017 -0.02133 1.0141 0.0016
177 52.0000 53.0382 -1.038 0.01235 -1.016 -0.1281 7.16874 -0.1280 0.00013 0.01900 1.0201 0.0015
178 70.0000 57.0204 12.980 0.01212 13.055 1.4133 7.16438 1.4129 0.00108 0.04841 1.0110 0.0055
179 51.0000 48.0829 2.917 0.01608 2.928 0.3739 7.16911 0.3735 0.00003 0.00921 1.0259 0.0011
180 67.0000 53.3198 13.680 0.00387 13.726 1.7453 7.15078 1.7481 0.00090 0.05031 0.9859 0.0071
181 44.0000 49.8398 -5.840 0.00437 -5.854 -0.7186 7.16780 -0.7181 0.00005 -0.01388 1.0092 0.0009
182 70.0000 53.8220 16.178 0.00533 16.229 1.7573 7.15754 1.7585 0.00058 0.03633