data greenedata;
input gpa 1-4 tuce 6-7 psi grade;
datalines;
2.66 20 0 0
2.89 22 0 0
3.28 24 0 0
2.92 12 0 0
4 21 0 1
2.86 17 0 0
2.76 17 0 0
2.87 21 0 0
3.03 25 0 0
3.92 29 0 1
2.63 20 0 0
3.32 23 0 0
3.57 23 0 0
3.26 25 0 1
3.53 26 0 0
2.74 19 0 0
2.75 25 0 0
2.83 19 0 0
3.12 23 1 0
3.16 25 1 1
2.06 22 1 0
3.62 28 1 1
2.89 14 1 0
3.51 26 1 0
3.54 24 1 1
2.83 27 1 1
3.39 17 1 1
2.67 24 1 0
3.65 21 1 1
4 23 1 1
3.1 21 1 0
2.39 19 1 1
;
run;
proc qlim data=greenedata;
model grade = gpa tuce psi / discrete(d=probit);
output out=outme marginal;
run;
quit;
proc means data=outme n mean;
var Meff_P2_gpa Meff_P2_tuce Meff_P2_psi;
title 'Average of the Individual Marginal Effects';
run;
quit;
data me_mean;
input gpa tuce psi grade;
datalines;
3.117 21.938 .4375 .
;
run;
data me_mean;
set greenedata me_mean;
run;
proc qlim data=me_mean;
model grade = gpa tuce psi / discrete(d=probit);
output out=outme1 marginal;
run;
quit;
proc print data=outme1(firstobs=33);
run;
data me_diff;
input gpa tuce psi grade;
datalines;
3.117 21.938 1 .
3.117 21.938 0 .
;
run;
data me_diff;
set greenedata me_diff;
run;
proc qlim data=me_diff;
model grade = gpa tuce psi / discrete(d=probit);
output out=outme2 marginal proball;
run;
quit;
proc print data=outme2(firstobs=33);
run;
/*****graph plot*****/
proc qlim data=me_diff outest=est;
me: model grade = gpa tuce psi / discrete(d=probit);
output out=outme3 marginal prob proball;
run;
quit;
/*to get the probs at the means of tuce*/
data nopsi;
set outme(keep=gpa);
if _n_ > = 1 then do;
tuce= 21.938;
psi=0;
grade=.;
end;
if _n_ > 32 then delete;output;
run;
data yespsi;
set outme(keep=gpa);
if _n_ > = 1 then do;
tuce= 21.938;
psi=1 ;
grade=.;
end;
if _n_ > 32 then delete;output;
run;
proc score data =nopsi nostd out= nopsival score=est type=parm predict;
var gpa psi tuce;
run;
proc score data =yespsi nostd out= yespsival score=est type=parm predict;
var gpa psi tuce;
run;
data yesnoval(drop=psi tuce grade);
set yespsival(rename=(_=yes));
set nopsival(rename=(_=no));
yesline=cdf('normal', yes);
noline=cdf('normal', no);
run;
ods graphics on;
title 'Plotting Marginal Effects';
title2 'Effect of PSI on Predicted Probabilities';
goptions cback=white ctitle=bl ctext=bl ftitle=centx
ftext=centx reset=(axis symbol);
proc gplot data=yesnoval;
plot yesline*gpa=1
noline*gpa=2
/ overlay
haxis=axis1
vaxis=axis2
vminor=4
href=3.117
lh=2;
axis1 offset=(1 cm) label=('GPA')
order=(2.0 to 4.0 by .5);
axis2 label=(angle=90 'Pr(Grade=1)')
order=(0 to 1 by .2);
symbol1 l=1 c=red;
symbol2 l=20 c=green v=star;
footnote1 c=r f=centx ' +++ with psi'
c=g f=centx ' *** without psi'
;
run;
title;footnote;
quit;
ods graphics off;
data mroz;
infile datalines truncover;
input LFP WHRS KL6 K618 WA WE WW RPWG HHRS HA HE HW FAMINC MTR WMED WFED UN CIT AX;
datalines;
1 1610 1 0 32 12 3.3540 2.65 2708 34 12 4.0288 16310 .7215 12 7 5.0 0 14
1 1656 0 2 30 12 1.3889 2.65 2310 30 9 8.4416 21800 .6615 7 7 11.0 1 5
1 1980 1 3 35 12 4.5455 4.04 3072 40 12 3.5807 21040 .6915 12 7 5.0 0 15
1 456 0 3 34 12 1.0965 3.25 1920 53 10 3.5417 7300 .7815 7 7 5.0 0 6
1 1568 1 2 31 14 4.5918 3.60 2000 32 12 10.0000 27300 .6215 12 14 9.5 1 7
1 2032 0 0 54 12 4.7421 4.70 1040 57 11 6.7106 19495 .6915 14 7 7.5 1 33
1 1440 0 2 37 16 8.3333 5.95 2670 37 12 3.4277 21152 .6915 14 7 5.0 0 11
1 1020 0 0 54 12 7.8431 9.98 4120 53 8 2.5485 18900 .6915 3 3 5.0 0 35
1 1458 0 2 48 12 2.1262 0.00 1995 52 4 4.2206 20405 .7515 7 7 3.0 0 24
1 1600 0 2 39 12 4.6875 4.15 2100 43 12 5.7143 20425 .6915 7 7 5.0 0 21
1 1969 0 1 33 12 4.0630 4.30 2450 34 12 9.7959 32300 .5815 12 3 5.0 0 15
1 1960 0 1 42 11 4.5918 4.58 2375 47 14 8.0000 28700 .6215 14 7 5.0 0 14
1 240 1 2 30 12 2.0833 0.00 2830 33 16 5.3004 15500 .7215 16 16 5.0 0 0
1 997 0 2 43 12 2.2668 3.50 3317 46 12 4.3413 16860 .7215 10 10 7.5 1 14
1 1848 0 1 43 10 3.6797 3.38 2024 45 17 10.8700 31431 .5815 7 7 7.5 1 6
1 1224 0 3 35 11 1.3472 0.00 1694 38 12 9.1499 19180 .7215 16 10 7.5 1 9
1 1400 0 2 43 12 3.2143 4.00 2156 45 12 6.1224 18600 .6915 10 7 7.5 1 20
1 640 0 5 39 12 5.1750 2.25 2250 40 12 6.1498 19151 .7215 12 12 7.5 1 6
1 2000 0 0 45 12 2.0000 2.30 2024 51 11 6.9170 18100 .6915 7 7 5.0 1 23
1 1324 0 4 35 12 7.5529 3.94 2123 40 10 4.7103 20300 .6915 12 7 5.0 0 9
1 2215 0 2 42 16 3.5052 3.30 4160 48 16 3.1310 30419 .6215 10 16 7.5 0 5
1 1680 0 0 30 12 3.5714 3.80 2000 35 12 4.0000 14090 .7215 12 10 3.0 0 11
1 1600 0 0 48 13 3.2500 3.26 2420 52 17 7.2227 22679 .6615 7 3 5.0 1 18
1 800 0 0 45 12 3.2500 2.20 1150 53 17 7.9652 12160 .7215 7 7 11.0 0 15
1 1955 1 1 31 12 2.1545 2.30 2024 31 12 4.0884 12487 .7515 12 7 5.0 1 4
1 660 0 2 43 17 3.7879 0.00 1904 43 17 14.1810 29850 .5815 16 14 9.5 1 21
1 525 0 0 59 12 4.0000 3.18 2448 53 16 6.5359 18100 .6915 3 7 9.5 1 31
1 1904 0 3 32 12 4.7269 6.07 2000 33 13 8.5000 26000 .6615 3 7 11.0 1 9
1 1516 1 0 31 17 7.2559 6.00 2390 30 17 6.2762 26100 .6215 12 12 5.0 0 7
1 346 0 0 42 12 5.8671 6.39 1920 47 10 5.2083 17730 .7215 12 12 9.5 0 7
1 1040 0 0 50 11 1.5385 0.00 1840 53 10 2.7821 6719 .7515 7 7 7.5 1 32
1 732 0 0 59 16 2.4590 2.50 3360 57 17 4.9107 18550 .6915 3 3 14.0 1 11
1 1880 0 2 36 13 5.8511 5.20 2284 35 13 5.8669 24600 .6615 12 10 7.5 0 16
1 1680 0 1 51 12 3.5714 3.29 1875 50 8 7.5200 23100 .6915 7 14 5.0 1 14
1 2081 0 3 45 16 3.8068 4.19 2140 47 17 7.5449 24656 .6615 12 12 5.0 1 27
1 690 0 1 42 11 2.4638 0.00 1896 44 8 5.5380 15897 .7515 10 3 7.5 0 0
1 4210 0 0 46 12 2.3753 4.63 1040 49 16 6.9231 20320 .6915 3 3 11.0 1 17
1 2205 0 1 46 10 4.5351 4.55 2200 52 12 5.0000 21384 .6615 10 3 11.0 0 28
1 1952 0 0 51 14 5.6183 5.60 1952 58 12 7.3064 25561 .6215 7 7 14.0 0 24
1 1302 0 0 30 17 14.6310 9.53 1560 30 17 11.2180 36550 .5800 14 17 5.0 1 11
1 112 1 2 30 12 2.6786 0.00 4030 33 16 3.8462 15810 .7215 12 12 3.0 0 1
1 893 0 0 57 12 3.9194 3.50 2570 58 12 5.8366 25500 .6215 9 9 7.5 1 14
1 583 1 2 31 16 2.5729 9.98 1530 34 16 13.7250 24000 .6615 14 16 9.5 1 6
1 480 0 2 48 12 4.5375 4.65 3149 48 8 6.3493 22172 .6615 3 3 5.0 0 10
1 1900 0 3 30 12 2.0000 2.23 2690 32 12 5.2528 17930 .7215 12 7 5.0 0 6
1 576 0 2 34 12 3.4722 3.84 3096 33 12 1.3075 7000 .7815 12 7 3.0 0 4
1 2056 0 2 48 16 2.0161 0.00 2552 53 16 2.7998 25300 .7215 14 16 5.0 1 10
1 1984 0 0 45 12 4.5716 4.82 2040 47 11 2.6961 16212 .7215 10 10 11.0 0 22
1 2640 0 0 51 12 2.2727 0.00 2180 50 13 7.5688 22650 .6615 7 7 3.0 0 16
1 240 0 2 30 12 2.6375 0.00 1864 37 12 3.4077 6985 .7815 12 7 14.0 0 6
1 1173 0 1 46 12 2.2899 2.50 2068 46 12 6.5401 30000 .6915 7 7 11.0 1 12
1 3640 0 0 58 12 1.0989 0.00 2010 58 12 7.2139 18500 .6915 7 3 9.5 1 32
1 340 0 8 37 12 1.1765 0.00 2152 40 10 6.2732 16658 .7515 12 7 5.0 0 15
1 500 0 0 52 8 1.6000 0.00 1496 54 11 5.8824 10300 .7515 7 7 5.0 1 17
1 1599 0 0 52 10 1.8762 2.80 2100 47 4 3.8095 11000 .7515 7 3 7.5 0 34
1 1830 0 0 31 16 4.0437 4.20 1960 35 14 6.3776 19900 .6915 12 12 7.5 1 9
1 1920 0 0 55 14 9.6354 8.75 1985 55 15 6.0453 32500 .6400 7 7 14.0 1 37
1 2052 0 0 34 17 8.0409 8.25 2020 33 17 8.8119 37300 .5800 17 17 7.5 1 10
1 2312 0 0 55 14 4.5990 5.58 2178 56 16 8.8765 30018 .5815 17 7 11.0 1 35
1 196 0 2 39 12 2.1429 2.50 3684 39 12 3.3420 12807 .7515 12 7 14.0 1 6
1 2500 0 3 40 14 4.4000 5.50 5010 42 13 3.1836 39500 .5515 14 3 7.5 0 19
1 1980 0 4 43 12 3.5354 3.75 1880 47 12 6.9149 22050 .6915 12 12 9.5 1 10
1 1840 0 0 48 8 2.7174 4.80 1904 56 8 5.5147 15500 .7215 7 7 14.0 1 11
1 320 0 0 47 12 6.2500 6.25 2083 47 12 5.2808 13810 .7215 7 7 9.5 1 15
1 419 0 4 41 12 11.9330 6.30 2125 44 12 3.2000 11950 .7515 7 7 5.0 1 12
1 1880 0 0 36 8 3.5931 3.75 1985 37 12 5.8791 19175 .6915 12 12 7.5 0 12
1 72 0 2 46 17 6.9444 0.00 2640 48 17 6.2500 17900 .6915 12 16 7.5 0 14
1 120 0 0 34 12 2.9167 0.00 2070 51 8 7.4879 15850 .7215 12 7 5.0 1 11
1 1885 0 3 41 12 3.0769 2.90 2107 48 8 6.9767 27017 .6915 7 7 5.0 1 9
1 240 0 1 51 12 3.7500 0.00 2250 54 10 8.0000 18900 .6915 12 7 5.0 0 24
1 1729 0 0 33 12 5.7259 4.76 2880 34 16 4.1319 21800 .6915 12 12 7.5 1 12
1 1850 0 0 52 12 3.6757 3.40 1848 53 12 14.4760 33552 .5515 10 10 7.5 1 13
1 2033 0 0 58 9 5.1648 4.32 1927 53 7 5.7343 22650 .6615 7 9 7.5 1 29
1 608 2 4 34 10 8.2237 3.00 1304 38 9 3.3742 15200 .7915 0 0 7.5 1 11
1 1153 0 1 31 12 4.3365 4.52 3000 35 12 1.8333 13120 .7215 7 10 7.5 1 13
1 2208 0 1 48 12 4.9819 5.31 1892 52 12 5.6025 21660 .6615 12 14 5.0 1 19
1 252 0 2 32 12 0.3571 0.00 3644 32 12 4.2975 18190 .7215 7 7 3.0 0 2
1 337 0 0 49 17 2.9674 0.00 1430 47 17 3.9161 9600 .7515 3 3 14.0 1 24
1 90 2 2 32 15 1.0000 0.00 2350 31 14 4.8787 13755 .7515 10 12 7.5 1 9
1 1174 0 0 58 12 2.5554 4.87 1948 59 16 9.2402 35350 .6615 7 12 7.5 1 6
1 372 0 0 50 6 0.8602 2.25 1804 42 12 6.6519 12405 .7215 12 7 7.5 1 22
1 30 0 0 60 14 1.0000 0.00 2326 51 12 4.6217 12180 .7515 12 17 9.5 0 30
1 1800 0 1 50 12 2.9261 0.00 1739 55 11 9.9741 22962 .6615 7 3 7.5 1 10
1 282 0 0 56 14 3.5461 2.50 1176 57 17 20.9180 25700 .6215 7 7 9.5 1 6
1 720 0 0 51 9 1.6264 2.20 1100 55 8 1.9400 3305 .7915 7 7 3.0 0 29
1 1440 0 1 54 17 8.3333 6.00 1528 58 17 8.8351 32950 .5815 7 12 5.0 1 29
1 2100 0 0 59 13 3.0952 2.95 2250 52 15 4.6667 17000 .6915 7 7 5.0 1 36
1 1000 0 2 46 9 2.7000 2.35 1927 47 10 5.1894 13250 .7515 7 7 5.0 1 19
1 952 0 1 46 15 5.2521 0.00 2414 47 16 18.7240 50750 .4415 7 12 5.0 1 8
1 1413 1 3 39 12 1.4154 2.20 768 49 8 10.4170 15632 .7715 10 10 14.0 0 13
1 2100 0 2 44 12 4.7986 4.85 1984 43 14 8.8458 28316 .6215 7 0 11.0 1 16
1 120 2 0 33 12 1.6667 2.37 2246 36 12 7.5690 17290 .7215 12 12 9.5 1 11
1 3000 1 2 33 12 1.1217 0.00 3024 30 17 4.4507 33600 .6215 10 10 7.5 1 15
1 1000 0 2 48 12 0.5000 0.00 2921 52 12 9.3204 29200 .6215 12 7 9.0 1 6
1 336 0 4 31 12 0.7143 0.00 2045 37 17 9.1687 19870 .6915 7 7 11.0 0 13
1 1216 0 1 45 12 2.7961 2.90 1928 44 12 6.4834 16225 .7215 7 7 11.0 0 22
1 988 0 1 45 12 4.8583 4.50 1920 44 10 7.8125 28600 .6915 7 3 5.0 1 24
1 2581 0 2 32 13 1.7435 2.60 2280 37 17 11.4040 30800 .5815 14 12 7.5 1 2
1 2030 0 0 47 12 2.4631 2.80 2300 47 17 5.0870 25700 .6915 7 7 3.0 0 6
1 413 0 2 34 13 2.4213 3.00 2480 35 13 6.9758 27000 .6215 12 12 3.0 0 2
1 782 0 1 37 12 1.5345 2.30 1135 34 10 5.2863 12077 .7715 12 7 9.5 1 2
1 1388 0 1 36 12 2.8818 1.87 1384 39 12 11.5620 29612 .6615 7 7 11.0 0 14
1 1450 1 2 47 12 2.4069 3.00 1848 50 14 8.6061 24479 .6915 7 10 9.5 1 9
1 1720 0 1 48 16 5.2326 4.68 2499 46 17 12.8050 79750 .4415 14 14 7.5 1 11
1 800 0 2 42 12 3.7500 2.50 2390 43 12 6.6946 20050 .6915 12 7 11.0 0 9
1 360 0 3 33 13 1.3889 0.00 2400 44 14 8.3333 21500 .6915 10 12 11.0 1 6
1 2000 0 0 46 11 4.0000 4.61 1920 53 8 4.1667 16120 .6915 7 7 5.0 0 19
1 1176 0 3 47 12 3.2313 3.35 2301 48 13 5.4759 24686 .7215 7 7 9.5 0 26
1 2058 0 1 44 12 3.4014 3.80 1944 43 10 5.1440 24669 .6915 7 10 9.5 1 19
1 900 0 4 36 12 1.3333 2.20 2100 37 17 11.6670 26400 .6615 7 7 7.5 1 3
1 215 2 0 31 17 9.3023 9.98 1920 32 16 7.2917 16245 .7215 12 12 7.5 1 7
1 2000 0 0 55 14 4.5000 4.37 2880 55 14 4.8611 23300 .6615 7 7 9.5 1 28
1 757 0 1 45 16 4.6235 4.50 1932 48 16 12.1640 27200 .6215 12 7 9.5 1 13
1 1264 0 0 47 17 3.9557 0.00 3234 48 17 10.8230 51000 .4615 10 17 9.5 1 9
1 2064 0 3 46 12 5.8140 6.00 2805 47 12 12.4780 55000 .4615 10 7 14.0 1 15
1 1280 0 0 49 11 0.5000 0.00 2272 52 9 6.1620 15389 .7215 7 7 7.5 1 20
1 1715 0 0 49 12 4.0816 3.75 2227 52 14 7.1846 23150 .6615 7 7 9.5 1 29
1 2000 0 2 45 12 6.0000 4.95 1720 49 6 7.0930 29774 .6215 7 10 14.0 1 9
1 12 1 3 38 17 3.6667 0.00 2300 38 13 17.8260 91044 .4415 12 10 14.0 1 1
1 1528 0 0 47 10 3.8613 2.95 3410 50 12 6.3930 28200 .5815 7 12 14.0 1 8
1 561 0 3 54 13 2.7629 2.53 2304 57 16 11.7190 36150 .5515 7 7 9.5 1 19
1 2058 0 0 41 11 2.9310 2.90 1984 42 12 4.7883 15652 .7215 12 12 7.5 0 23
1 1823 0 2 43 12 4.3884 4.20 1890 33 14 4.2328 18900 .7515 14 7 11.0 0 3
1 1680 1 1 31 16 5.4167 4.70 1970 32 12 7.1066 23600 .6615 12 10 7.5 0 13
1 1440 0 0 47 17 9.8611 7.10 2400 46 12 8.3333 36200 .6100 7 7 7.5 1 8
1 4950 0 2 35 12 .1616 2.75 2504 37 12 6.9888 18700 .6915 10 10 7.5 0 17
1 1176 0 3 45 16 .3826 3.75 2398 48 17 9.5913 24125 .6615 7 7 11.0 1 4
1 1100 1 0 33 12 3.6364 3.58 1960 39 12 6.0204 15800 .7215 7 7 7.5 0 15
1 1516 0 1 54 16 2.3747 2.40 2550 55 12 2.9686 19742 .7215 12 7 3.0 0 11
1 900 0 4 35 8 4.6667 3.95 2500 41 12 7.0000 22600 .6915 10 7 9.5 0 7
1 1080 1 2 31 12 1.8519 2.25 2164 37 10 7.1627 17500 .7215 7 7 7.5 0 0
1 480 0 0 55 12 5.2000 0.00 2640 60 12 4.7364 19820 .6915 7 7 7.5 0 0
1 288 0 2 34 12 3.2986 4.62 1936 36 12 8.7810 20155 .6915 12 16 11.0 1 10
1 1875 0 1 38 13 8.5333 8.50 2136 41 12 9.8315 37300 .5800 10 12 7.5 1 8
1 630 0 1 45 11 2.0635 0.00 1955 51 10 6.6496 24860 .7215 7 7 7.5 1 2
1 234 0 1 47 12 2.5641 2.50 1980 48 10 9.8485 21450 .6615 12 3 7.5 1 4
1 1600 0 2 39 12 2.1875 0.00 2550 42 11 9.8039 29650 .6215 7 7 5.0 1 6
1 960 1 0 36 14 6.2500 0.00 2058 37 13 8.2604 23000 .6615 7 7 11.0 1 18
1 120 1 2 33 12 3.3333 0.00 2263 32 14 9.0676 21120 .6915 7 7 9.0 1 3
1 2025 0 0 50 12 4.4444 4.80 1763 54 13 8.5082 26000 .6215 7 12 5.0 1 22
1 1809 0 0 58 12 6.6335 6.45 2096 59 14 7.1565 28000 .6215 3 7 7.5 1 33
1 3087 0 0 49 17 8.4224 9.98 2059 47 13 7.0423 45500 .5200 12 12 11.0 1 28
1 910 0 2 41 14 4.3956 0.00 1820 40 17 6.5934 16000 .7215 16 12 14.0 1 23
1 1840 0 1 51 12 2.4457 2.50 2832 53 8 4.3457 18232 .6915 7 14 11.0 0 27
1 784 0 0 53 9 1.2245 2.25 1990 60 10 7.2362 28160 .7215 3 7 14.0 1 11
1 400 1 2 36 12 1.6250 0.00 2000 40 7 1.7400 5965 .8015 12 7 11.0 1 6
1 1000 0 2 46 12 3.0000 5.50 1885 46 12 6.8966 19000 .7215 7 7 9.5 1 11
1 1904 0 2 36 12 4.7269 4.20 2860 37 12 5.0455 36872 .5515 12 12 11.0 1 14
1 1771 0 1 53 14 1.1293 9.98 1913 48 16 17.2500 42000 .4915 12 12 14.0 1 17
1 1486 0 3 40 16 7.4024 6.25 1800 54 16 8.3333 26900 .6215 16 14 11.0 1 17
1 740 0 2 42 17 4.4595 1.65 2880 45 16 9.3750 30800 .5815 12 10 9.0 0 14
1 1820 1 1 33 15 2.4725 0.00 1993 32 16 8.2790 21520 .6915 12 12 11.0 1 11
1 1275 0 3 43 12 1.8824 3.00 2250 47 14 4.5000 24795 .6915 7 7 7.5 1 7
1 450 1 0 31 16 4.0000 4.00 2286 30 16 4.1995 12900 .7215 14 16 14.0 1 8
1 1221 0 0 47 17 8.1900 5.99 1880 47 16 16.0640 42700 .4915 7 7 7.5 1 6
1 1550 0 0 54 17 7.0968 6.00 2350 58 17 11.2770 38800 .5215 10 17 11.0 1 8
1 180 1 3 33 12 1.6667 0.00 3640 33 11 0.5494 2500 .9415 7 3 3.0 0 4
1 2090 0 0 43 16 3.4450 3.85 1770 47 14 9.5480 26921 .6215 14 10 11.0 1 25
1 1960 0 1 46 13 4.2347 4.20 1875 49 13 5.3333 18300 .6915 7 9 3.0 0 24
1 1440 0 3 35 12 2.7778 4.10 2200 38 9 5.4545 17200 .7215 7 7 14.0 1 11
1 794 0 3 37 11 1.8892 3.85 2033 39 12 5.9026 14209 .7515 12 3 9.5 1 19
1 993 0 2 37 16 5.0352 8.30 2739 39 17 9.8576 32300 .5815 12 16 14.0 1 9
1 160 0 3 34 14 1.2500 0.00 1626 38 14 11.6850 21400 .7215 17 12 7.5 1 19
1 105 1 0 43 16 2.8571 0.00 2248 44 17 6.2278 14700 .7215 7 7 9.5 0 14
1 1200 0 0 46 12 4.1167 4.33 2140 48 12 9.1748 25516 .6215 7 7 9.5 1 22
1 450 0 3 35 9 1.7778 2.60 1985 42 12 6.2972 13300 .7515 3 7 5.0 1 6
1 996 0 0 46 17 13.5540 9.98 1528 59 17 10.4710 31000 .5815 12 12 9.5 1 23
1 1052 0 0 46 14 4.5627 4.90 1920 48 16 14.5830 48800 .4915 7 3 11.0 1 15
1 1128 0 2 43 12 2.1277 2.40 1918 46 10 6.2143 15519 .7215 7 7 14.0 1 6
1 1840 0 0 30 12 2.9891 3.75 2112 30 12 6.6288 19500 .6915 7 7 7.5 0 11
1 1910 0 2 41 11 2.5654 2.57 2144 46 9 3.8246 14545 .7215 3 7 5.0 0 2
1 980 0 1 54 12 5.6122 5.00 1920 54 15 7.8125 22897 .6915 7 7 14.0 1 22
1 2317 0 1 31 12 2.8054 3.87 2241 41 9 3.4806 14300 .7215 10 10 7.5 1 10
1 1089 0 0 44 10 1.6070 0.00 880 47 11 5.5500 14884 .7515 10 10 9.5 1 14
1 800 0 1 32 12 2.2500 0.00 2070 31 16 11.5940 27400 .6215 12 7 11.0 1 12
1 1230 0 0 47 5 2.0325 2.82 1050 53 5 9.5238 16400 .7215 7 12 14.0 1 9
1 1158 0 1 46 17 5.5320 8.10 2635 57 17 7.2805 25704 .6215 14 17 7.5 0 13
1 2272 0 0 37 11 1.5845 3.71 3000 47 8 3.0000 12800 .7215 10 10 7.5 0 18
1 528 0 2 51 12 3.7879 0.00 2500 50 11 10.4000 40000 .6215 7 7 7.5 0 8
1 1000 0 1 49 12 3.0000 0.00 1990 49 12 10.0500 47000 .6615 7 7 14.0 1 11
1 520 0 4 36 14 8.6538 0.00 2390 37 13 8.7866 25872 .6615 10 12 9.5 1 9
1 760 0 1 39 11 4.2105 3.95 1430 44 12 10.1400 26868 .6915 12 7 9.5 1 9
1 1920 0 2 48 12 4.6875 4.30 1800 50 8 5.0000 18000 .6915 12 12 9.5 1 14
1 1220 0 2 38 14 4.0984 4.84 2103 43 17 11.8880 30200 .5815 7 7 5.0 1 9
1 200 0 2 40 12 25.0000 3.00 1350 42 12 13.3330 26220 .6615 7 7 7.5 1 2
1 2480 1 5 39 10 2.6331 4.20 2880 36 17 8.6806 40500 .5815 7 7 3.0 0 12
1 2750 0 0 37 16 6.0000 9.00 2400 43 17 7.2917 33570 .6100 12 7 7.5 1 15
1 2014 0 1 49 13 5.4126 4.05 1135 47 12 3.5242 16917 .7215 7 14 14.0 1 11
1 1355 0 3 33 12 0.6642 1.00 2750 35 17 6.1818 18000 .7215 12 7 9.5 0 7
1 80 0 0 30 12 1.2500 0.00 2085 32 16 2.9755 8337 .7515 12 12 11.0 1 9
1 1670 0 0 54 12 2.2754 2.10 2600 56 8 4.5769 17100 .7215 12 7 9.5 0 19
1 520 0 4 39 11 3.4615 3.05 3542 40 12 3.1056 17800 .7515 10 7 11.0 0 11
1 288 0 3 43 12 4.1667 3.00 1975 43 12 5.8228 13740 .7515 12 12 14.0 1 8
1 2014 0 3 31 9 4.4687 4.26 2400 32 12 7.5000 27000 .6215 10 3 9.5 1 13
1 800 0 3 33 13 1.7500 0.00 3000 37 14 8.3333 32600 .6215 12 7 7.5 1 4
1 1984 0 3 40 12 3.6694 4.25 1960 39 14 9.2347 28030 .6615 12 12 14.0 1 7
1 1823 0 1 36 12 6.5826 6.00 2000 39 9 5.5000 23100 .6615 12 12 3.0 0 19
1 1500 0 0 51 12 2.6000 2.00 3000 51 12 6.0000 24580 .6615 7 7 9.5 1 14
1 2261 0 1 44 13 4.8651 5.50 2400 43 12 6.6667 29000 .6215 12 7 9.5 1 14
1 1728 0 3 42 16 5.7870 6.25 2450 48 14 13.0610 42430 .5215 12 14 9.5 1 3
1 1960 0 1 40 12 4.5408 5.00 2423 40 8 12.7940 41800 .5215 12 12 7.5 1 9
1 1578 1 1 34 16 9.5057 7.72 2000 33 16 12.0000 39100 .5800 12 17 9.5 1 7
1 1316 0 0 30 17 10.6380 7.00 2526 41 16 6.7300 31800 .5815 16 17 11.0 1 7
1 1530 0 0 54 12 1.1111 1.13 2695 53 12 6.6790 22200 .6915 7 7 14.0 0 14
1 2220 0 0 51 12 4.0541 4.37 2048 54 12 4.3945 19500 .6915 16 7 3.0 0 29
1 1336 0 2 44 9 2.6871 2.64 1920 46 11 4.6875 14027 .7515 7 10 11.0 0 19
1 1008 0 1 43 12 2.9762 2.50 2338 42 9 7.6989 21195 .6615 7 7 11.0 1 14
1 1944 0 1 34 12 3.1728 3.23 2945 37 8 4.3287 19013 .6915 10 7 7.5 0 16
1 2000 0 0 45 13 3.5500 3.45 2047 52 12 6.7416 20900 .6615 12 7 11.0 1 10
1 258 0 0 39 12 17.9070 0.00 1668 47 7 9.3525 26820 .6215 10 3 11.0 0 12
1 1785 0 0 50 12 3.4174 5.75 175 48 10 9.1429 12800 .7515 0 0 14.0 1 24
1 480 0 0 52 12 3.3333 0.00 1798 53 12 2.6418 7850 .7515 7 7 14.0 0 6
1 772 0 2 41 12 3.8860 7.50 1222 45 12 7.3650 18600 .7215 12 12 7.5 1 9
1 900 0 0 59 10 2.3111 2.22 1820 59 7 1.4066 5380 .7715 12 7 5.0 0 14
1 1428 0 0 52 12 1.7108 2.50 1560 60 8 1.5192 6114 .7715 10 7 14.0 0 26
1 210 0 0 46 16 2.1143 4.00 2210 49 12 3.3439 8234 .7515 12 12 14.0 0 7
1 239 1 5 41 12 9.9331 4.50 2874 48 16 2.9106 20646 .7215 3 7 11.0 1 4
1 1878 0 2 33 11 3.0277 3.50 2499 35 8 4.3834 16640 .7215 7 7 9.5 0 15
1 215 0 0 45 12 1.8605 2.30 3088 38 12 4.2098 13900 .7215 12 12 5.0 1 23
1 2340 1 2 36 10 0.1282 0.00 2020 37 8 3.7129 11500 .7815 10 7 7.5 0 1
1 1960 0 1 48 12 6.6327 6.30 1980 56 10 10.6060 34000 .5515 7 7 14.0 1 29
1 532 0 1 47 12 5.6391 3.60 1968 47 11 8.6382 28700 .6615 7 3 11.0 1 9
1 394 0 0 45 12 1.5990 2.50 2100 45 12 3.8367 9563 .7515 7 7 7.5 0 6
1 675 0 2 37 12 2.6667 3.00 2651 48 17 7.1671 20960 .6915 7 7 7.5 0 11
1 1515 0 4 46 16 7.9208 6.80 1918 49 14 8.8634 38590 .6215 12 10 14.0 1 17
1 1030 0 3 43 17 5.3398 5.80 2585 46 16 7.7369 27900 .6615 12 12 5.0 1 6
1 1250 0 2 42 12 4.0000 4.00 2250 46 17 9.1702 25633 .6215 7 7 7.5 1 7
1 1158 1 2 34 17 6.0449 5.10 2480 39 17 11.2900 35200 .5515 12 12 7.5 1 2
1 112 0 0 52 12 6.2500 0.00 2924 53 12 6.3269 29500 .5815 7 7 7.5 1 24
1 336 0 3 37 12 2.9762 2.20 1896 52 9 4.7468 10000 .7515 10 7 7.5 0 4
1 1984 0 1 37 12 4.2339 4.78 2332 40 12 4.8885 19800 .6915 10 7 5.0 0 11
1 716 0 0 52 8 3.4916 2.20 3482 59 7 2.4842 12900 .7215 7 7 5.0 0 25
1 1410 1 0 30 12 4.9645 1.28 2106 30 14 8.5470 26080 .6215 12 12 7.5 0 11
1 1300 0 1 31 13 2.7692 0.00 1160 32 12 6.6379 13066 .7515 17 7 11.0 1 2
1 1640 0 1 38 12 3.6585 3.25 2040 46 12 3.1863 12500 .7215 7 7 7.5 0 19
1 1202 0 3 43 12 5.3935 0.00 2856 48 16 4.5466 35600 .5815 7 7 9.0 1 7
1 489 0 1 49 8 0.6564 2.29 950 51 8 12.7890 19424 .7515 7 7 5.0 1 2
1 2076 0 0 55 12 4.7688 4.68 2068 58 10 6.5280 26250 .6615 7 7 5.0 1 20
1 526 0 2 38 17 8.5551 4.20 1896 42 17 16.4030 36525 .5515 12 14 9.5 1 10
1 1721 0 0 52 17 10.4590 9.50 2000 56 16 7.0000 34700 .6100 14 17 14.0 1 19
1 1327 0 0 48 12 2.6375 2.57 288 51 11 13.5420 8311 .7515 7 7 11.0 1 17
1 584 0 2 32 13 6.8493 4.32 2160 33 12 6.7130 28626 .6915 12 10 11.0 1 12
1 1376 0 1 32 12 5.0872 5.00 3120 33 17 5.4487 24400 .6615 7 7 5.0 1 11
1 1040 0 2 38 12 0.9615 0.00 1944 41 17 6.6872 14025 .7215 7 7 7.5 1 6
1 548 0 3 46 12 4.3066 3.69 2046 47 12 9.0943 21367 .6915 16 12 14.0 1 10
1 15 0 3 40 12 7.0667 0.00 2005 42 9 6.5337 14136 .7515 7 7 7.5 0 4
1 1980 0 4 31 9 2.5253 2.56 2070 36 10 4.6860 19900 .7515 10 7 5.0 1 2
1 1520 0 1 43 10 7.8947 5.00 3000 50 12 8.0000 37000 .5215 12 9 9.5 1 13
1 1880 0 0 51 12 4.1489 3.90 2640 51 12 4.0530 18500 .6915 7 7 7.5 0 21
1 1260 1 0 30 16 8.1746 8.17 2450 34 17 8.1633 34550 .5515 16 14 5.0 1 9
1 1092 0 0 52 13 9.5971 0.00 1000 53 15 16.5000 49620 .4615 10 7 11.0 1 4
1 1587 1 5 30 8 2.0164 2.30 2080 33 8 3.4615 10400 .7815 3 3 7.5 0 2
1 156 0 0 51 16 7.6218 0.00 2413 51 16 11.3610 33000 .5515 16 16 11.0 1 19
1 1939 0 2 31 13 3.1975 3.43 2570 31 12 3.8911 16200 .7215 7 3 7.5 1 4
1 1250 0 4 34 12 1.6000 1.36 2030 52 12 9.6059 22660 .6915 12 16 7.5 1 9
1 610 0 0 49 11 4.0984 4.00 4684 59 17 2.6687 16000 .7215 7 7 7.5 1 14
1 270 1 3 35 13 1.4815 5.00 2802 41 17 8.8865 25780 .6615 7 16 9.5 1 6
1 660 1 0 53 12 3.6364 3.15 2090 59 12 6.3636 20675 .7215 7 12 7.5 1 24
1 1000 0 3 32 12 1.0000 0.00 2053 46 16 17.7280 40213 .5515 12 7 11.0 0 1
1 1920 0 3 38 10 2.6042 2.93 1984 42 10 5.2923 15500 .7215 12 7 7.5 1 13
1 200 0 0 54 12 1.7500 0.00 2040 54 16 15.6860 35207 .5815 7 12 9.5 1 3
1 1500 0 1 47 17 4.8000 3.60 2794 58 8 5.2423 35702 .5515 10 12 11.0 1 10
1 868 0 1 45 15 5.5300 6.00 3290 47 14 3.0395 17800 .7215 14 12 9.5 1 16
1 2318 0 1 47 16 4.0984 4.20 1911 46 16 16.7450 50900 .4915 16 16 5.0 1 9
1 2000 0 0 59 10 1.2500 0.00 2000 60 12 3.7500 17280 .6915 7 7 5.0 0 19
1 60 0 1 32 11 1.6667 0.00 2580 31 12 5.8140 15150 .7215 10 9 5.0 1 4
1 1715 0 1 45 12 3.7901 3.38 2400 49 17 10.8330 36200 .5815 7 7 7.5 1 10
1 550 0 4 40 12 2.3636 2.26 1740 47 12 9.0029 17465 .7215 14 12 5.0 1 5
1 1960 0 2 47 14 10.2040 0.00 2500 50 12 6.5400 45205 .6100 14 12 3.0 1 7
1 44 1 2 36 16 6.8182 1.36 1840 37 17 5.9783 14500 .7515 12 10 5.0 0 3
1 1920 0 0 56 14 7.2146 6.92 2036 56 14 8.6248 32011 .5815 7 7 7.5 0 38
1 2540 0 1 41 8 2.4484 0.00 3536 43 11 4.8329 35200 .6215 7 12 9.5 0 16
1 156 0 3 48 7 1.1987 0.00 880 51 11 10.9090 13579 .7515 3 7 11.0 0 13
1 780 1 2 36 12 1.6410 0.00 2007 38 12 3.8864 10455 .7515 7 7 11.0 0 1
1 3120 0 0 41 12 1.7821 0.00 2632 44 13 8.4574 32600 .5515 7 3 5.0 0 7
1 2040 0 0 41 14 2.9412 2.80 2600 43 12 5.0000 19150 .6915 7 10 11.0 1 15
1 1610 0 3 36 12 4.9689 4.25 2156 36 13 7.4212 24400 .6615 12 17 9.5 1 10
1 215 0 3 37 12 1.8605 0.00 3625 41 12 4.4938 21700 .6915 10 7 3.0 0 2
1 1120 0 0 38 12 8.0357 0.00 2420 42 12 7.0252 26201 .6215 7 3 9.5 1 19
1 846 0 2 43 14 3.9716 4.20 2080 43 9 3.2788 11920 .7515 3 3 7.5 1 25
1 3225 0 0 54 16 3.0416 0.00 3443 59 17 1.2861 16300 .7215 12 12 9.5 1 25
1 1376 0 1 38 12 2.9070 3.75 2250 41 12 5.5556 16500 .7215 7 7 5.0 1 7
1 980 1 0 30 12 3.0612 3.60 2535 34 16 7.4951 30000 .5815 12 7 11.0 1 15
1 1838 0 0 49 12 4.8966 5.00 2352 48 15 22.1090 62500 .4415 7 7 9.5 1 11
1 1494 0 1 45 13 4.0161 2.50 3036 49 6 9.0580 58500 .4415 10 10 9.5 1 25
1 450 0 0 51 13 5.5556 3.50 2600 57 14 11.5380 40900 .5215 7 7 9.5 1 19
1 1976 0 0 34 10 1.2227 2.45 2223 39 7 6.0468 16308 .6915 0 10 7.5 1 4
1 2012 0 2 34 12 2.6839 3.61 2666 34 10 1.3653 9300 .7515 7 7 7.5 1 14
1 561 0 1 41 12 2.6738 3.25 2006 41 17 16.5500 35700 .5515 10 9 7.5 1 19
1 1715 0 1 49 12 9.3294 7.05 1710 49 17 8.7719 35700 .6400 9 9 11.0 1 18
1 1912 0 0 32 12 3.1381 3.60 1920 46 14 9.6354 24500 .6615 12 12 5.0 1 14
1 3686 0 0 32 14 0.5426 0.00 1647 39 14 6.6788 13000 .7215 12 12 7.5 1 11
1 1080 0 2 32 17 8.6111 4.65 3080 35 15 7.5727 52600 .4415 12 12 5.0 0 4
1 1799 0 0 47 10 3.6687 3.25 1920 48 10 7.8125 25360 .6615 3 7 7.5 1 29
1 1984 0 1 39 9 2.3185 2.30 2420 47 4 1.9835 9400 .7515 9 9 7.5 0 21
1 1839 0 0 49 12 2.8820 3.27 2205 53 15 9.5238 26800 .6215 12 12 11.0 1 24
1 1579 0 3 37 12 3.1666 0.00 3035 39 14 6.4250 33040 .6615 12 7 7.5 1 19
1 96 0 0 59 16 3.6458 0.00 2185 60 15 10.9840 26350 .6215 14 12 7.5 1 31
1 1920 0 0 50 12 6.2500 5.47 1880 56 12 12.7660 39000 .5215 7 7 14.0 1 28
1 1688 0 1 32 17 10.2490 9.80 1863 33 17 9.5545 35100 .6100 12 12 9.5 1 15
1 1589 0 0 46 12 3.2096 5.54 2456 48 16 5.4967 22502 .6615 12 12 11.0 0 27
1 345 0 2 43 17 7.6522 5.00 1847 46 17 9.7618 21950 .6915 12 14 14.0 0 13
1 1521 0 3 37 11 1.9724 2.30 2000 42 6 5.0000 13000 .7515 7 7 7.5 0 4
1 1490 0 2 32 16 4.6980 3.90 1856 35 14 5.9995 18180 .7215 12 14 9.0 1 10
1 989 0 1 39 11 2.1234 2.76 1880 43 14 6.9149 20957 .6915 10 10 9.0 1 8
1 600 0 2 34 13 2.3333 2.90 3020 35 12 4.9669 13700 .7215 12 12 7.5 0 4
1 2646 0 1 39 11 2.3896 0.00 2646 41 8 2.3896 20000 .6915 7 7 5.0 1 18
1 2149 0 3 45 8 1.2564 2.50 1640 48 9 4.5122 12260 .7515 7 7 5.0 1 3
1 320 0 0 50 11 1.0938 0.00 1950 54 11 9.2308 24850 .6615 3 12 7.5 1 11
1 1600 0 1 40 12 3.7500 3.30 1920 39 12 11.4580 29150 .5815 12 7 7.5 1 8
1 2419 0 1 30 10 3.3072 3.90 2025 34 12 7.6993 23591 .6615 7 7 11.0 1 10
1 2005 0 0 57 17 5.1352 5.25 2470 56 17 4.1830 24717 .6615 16 12 11.0 1 33
1 1960 0 1 39 12 6.6327 3.60 1800 43 12 8.3333 30455 .6215 12 12 9.0 1 19
1 2147 0 0 53 12 4.5645 4.90 1920 56 8 5.1042 19600 .6915 12 12 7.5 1 35
1 1207 0 1 48 17 11.8480 7.15 2039 53 17 8.2271 31875 .6400 7 12 5.0 1 21
1 2000 0 1 46 14 3.7500 3.75 2570 48 16 5.6634 24055 .6615 14 14 7.5 0 7
1 1260 0 0 47 12 4.3651 4.35 1914 54 12 5.2220 18795 .7215 7 10 7.5 0 18
1 90 0 1 43 12 3.9333 4.00 1516 47 10 7.1900 12198 .7515 7 7 7.5 0 4
1 1800 0 0 47 12 3.3333 3.25 2520 47 16 13.9070 52645 .4915 12 7 7.5 1 12
1 573 0 1 47 12 3.3159 2.20 2327 48 12 6.0163 16600 .7215 10 7 14.0 0 16
1 1825 0 0 47 12 3.5616 3.00 2188 50 12 7.6782 32590 .6215 7 7 7.5 1 14
1 75 0 0 46 12 1.6000 0.00 1864 48 12 5.3112 10020 .7515 3 7 7.5 1 3
1 1348 0 4 34 9 2.2255 2.30 2183 33 10 4.1228 12048 .7515 7 7 11.0 0 1
1 1880 0 0 48 10 4.7872 4.25 1920 55 12 7.8125 39750 .6215 7 7 11.0 0 27
1 1240 0 1 30 12 5.8065 6.90 1824 31 12 4.6053 15700 .7215 10 7 7.5 1 12
1 848 0 1 51 12 2.3585 2.30 2878 54 12 3.9746 24250 .6615 7 7 3.0 0 6
1 150 0 5 52 12 2.0000 0.00 2390 54 16 15.0630 43210 .5215 7 12 14.0 1 9
1 2000 0 2 37 12 1.9000 1.85 3120 39 13 4.5064 37100 .6215 12 12 5.0 0 2
1 1952 0 2 32 12 5.1230 3.25 2040 33 12 5.8824 23820 .6615 12 7 5.0 0 6
1 1456 0 2 36 17 5.4945 6.04 2151 35 15 10.2280 31600 .5815 12 14 5.0 1 9
1 1740 0 2 35 12 6.3218 5.50 1976 37 14 6.5789 24000 .6615 10 10 7.5 1 16
1 1400 0 0 45 17 7.1429 7.14 2286 51 16 8.8145 30750 .5815 14 12 5.0 0 22
1 2000 0 0 56 12 2.3750 2.70 2032 60 10 2.9528 11050 .7515 7 7 14.0 0 26
1 1750 0 2 40 10 2.5429 2.74 1680 45 4 4.5173 12239 .7515 7 7 14.0 0 11
1 1101 1 2 45 12 2.1798 2.30 1560 49 14 5.1282 12870 .7515 14 12 7.5 1 11
1 2000 0 2 32 12 2.6000 2.50 2895 30 12 4.1451 17200 .7215 10 7 7.5 0 15
1 1877 0 0 45 12 3.7294 3.60 1820 50 8 8.7912 23980 .6615 10 10 7.5 0 13
1 160 0 2 40 12 4.3750 1.85 2450 44 12 7.3061 18600 .6915 7 12 14.0 1 6
1 1886 0 1 38 12 4.4433 4.00 1748 42 8 6.0069 23920 .6915 7 10 9.5 1 20
1 1446 0 4 49 12 4.2877 4.40 1020 45 12 8.3333 16084 .7515 7 7 14.0 1 17
1 1500 0 1 47 16 1.6667 1.50 2342 49 17 11.5290 31100 .5815 14 14 11.0 1 8
1 860 0 0 52 13 3.2558 5.83 2250 53 12 6.6667 20460 .6615 7 7 11.0 1 13
1 1848 0 1 34 13 5.4113 6.00 2880 40 16 8.6806 36000 .5515 12 12 7.5 1 15
1 1678 0 2 44 12 2.2050 2.30 2032 46 12 3.4680 17302 .7215 14 12 3.0 0 14
1 160 0 3 36 16 4.0625 0.00 3120 42 16 3.0321 16450 .7215 14 7 3.0 0 14
1 108 0 0 50 17 0.6482 0.00 1760 57 16 13.8070 41170 .5815 14 16 9.5 1 6
1 1738 0 0 45 12 5.3826 6.18 1725 47 12 6.2174 20130 .6615 0 0 7.5 1 24
1 1170 0 2 44 14 0.1709 0.00 2080 46 13 4.2308 9200 .7515 16 12 9.5 1 10
1 15 0 2 57 12 23.4670 0.00 2040 57 10 11.4700 24751 .6615 7 7 11.0 1 2
1 2088 0 0 35 17 9.5785 9.98 2940 42 17 12.2450 57300 .5000 12 17 9.5 1 9
1 2490 0 0 46 12 3.6948 3.77 2280 52 12 9.2105 37200 .5815 7 7 7.5 1 23
1 135 2 1 30 14 2.2222 0.00 2164 35 16 6.3309 14000 .7215 10 12 14.0 1 12
1 1944 0 3 42 12 1.7490 2.30 1999 44 12 7.8039 20610 .6915 7 3 14.0 0 8
1 690 0 1 34 12 1.1594 2.25 1824 36 13 7.6754 14800 .7215 10 7 7.5 1 16
1 608 0 2 45 17 6.9901 3.00 2182 47 16 15.5820 40005 .5515 10 14 14.0 1 10
1 63 1 2 35 16 3.9683 0.00 2385 37 16 9.6436 23750 .6615 14 7 14.0 1 7
1 154 0 0 40 16 21.4290 8.13 2460 44 17 12.8860 35300 .5515 7 12 14.0 1 19
1 420 0 1 32 12 0.4762 2.85 2595 35 16 6.5511 17350 .6915 12 12 7.5 1 2
1 651 0 0 54 9 2.1505 1.44 2400 57 10 8.2500 21650 .6615 7 7 7.5 1 9
1 675 0 3 38 12 1.8578 2.20 3120 42 8 1.3792 6740 .7915 7 7 14.0 0 14
1 1663 0 3 43 12 4.3295 3.60 2850 42 12 5.2632 32275 .6915 12 14 5.0 1 9
1 1680 0 0 54 16 8.9286 7.00 760 60 12 10.5260 33220 .7200 14 7 9.5 1 16
1 180 0 3 39 14 2.7778 4.00 2500 37 17 10.0000 26500 .6215 12 12 7.5 1 7
1 1581 0 1 37 12 2.6565 3.25 2630 39 14 12.5480 38700 .5215 7 12 5.0 1 6
1 1200 0 2 46 12 2.5000 3.08 2597 48 8 4.6207 15400 .7215 7 7 5.0 1 22
1 450 0 0 56 11 18.2670 0.00 2760 60 11 1.8540 19007 .6915 7 7 3.0 0 9
1 547 0 3 41 12 0.8190 2.00 2070 44 8 7.4266 16771 .7215 12 7 7.5 0 9
1 300 0 1 45 16 2.0000 0.00 2256 48 16 13.2980 31100 .5815 16 7 11.0 1 14
1 975 0 1 44 17 15.3850 8.50 1505 47 16 26.5780 66300 .5000 3 3 7.5 1 17
1 1621 0 1 50 17 6.4775 0.00 2364 52 17 13.9590 43550 .4915 16 12 5.0 0 12
1 300 0 5 37 14 8.3333 3.50 2895 38 14 13.1260 37250 .6215 7 7 11.0 0 13
1 1868 0 1 44 12 4.5503 4.25 2041 46 12 7.8883 24900 .6615 16 7 14.0 0 8
1 1803 0 2 32 14 2.4958 1.90 2195 34 17 8.6560 24200 .6615 7 14 9.5 1 10
1 2143 1 1 34 12 4.4797 4.80 1935 40 12 3.4109 16200 .7215 10 10 14.0 0 16
1 1080 0 2 32 10 2.2324 2.30 1950 35 10 4.6256 11431 .7515 10 10 7.5 0 1
1 1352 0 3 37 12 2.0710 1.80 2375 38 14 4.2105 13200 .7515 10 10 11.0 0 6
1 537 0 1 44 13 1.6760 0.00 1920 55 8 4.2708 15420 .7715 10 10 9.0 1 4
1 352 0 2 34 16 3.4091 0.00 3300 33 12 3.3424 18400 .6915 12 12 14.0 0 8
1 200 1 3 33 12 2.5000 8.00 3680 33 16 8.6359 43500 .4915 10 3 5.0 1 4
1 2045 0 3 43 7 3.9609 4.07 1968 43 12 6.7581 21972 .6915 7 7 7.5 1 15
1 1253 0 2 35 16 6.2275 3.97 2504 33 10 0.5843 7774 .7715 16 16 11.0 0 7
1 1960 0 1 43 14 3.9286 3.85 2000 45 14 5.3350 24470 .6915 7 7 7.5 0 14
1 2000 0 0 34 12 2.9000 2.50 1656 37 12 4.7101 13600 .7215 7 7 7.5 0 16
1 1960 0 3 36 10 4.0816 4.55 1968 39 7 4.9797 22500 .7215 7 0 7.5 0 15
1 2000 0 2 41 12 2.8500 4.20 2016 41 12 2.9762 13600 .7215 7 7 14.0 0 23
1 1568 0 0 41 16 7.0153 6.31 2602 44 17 12.7440 90800 .4415 7 7 7.5 0 19
1 1225 0 3 35 10 2.9388 2.40 1560 43 9 3.8462 10776 .7515 10 10 7.5 0 4
1 780 1 3 32 12 1.9231 3.25 1827 37 10 7.2233 19007 .7515 10 7 5.0 1 12
1 480 0 0 30 14 6.8750 0.00 2080 34 14 8.8077 23900 .6615 12 12 14.0 1 12
1 1923 0 0 43 12 3.9002 4.74 3390 47 12 5.3864 26060 .6215 7 7 7.5 1 25
1 2000 0 0 54 6 2.0000 0.00 2524 57 6 3.6846 13300 .7215 7 7 7.5 0 14
1 2110 0 2 35 15 4.9763 4.37 2777 34 12 1.8437 15620 .7215 7 7 7.5 0 14
1 1664 0 0 50 12 1.2019 5.00 3120 54 13 1.3013 16500 .7215 7 7 7.5 0 11
1 48 1 1 34 17 22.5000 0.00 2700 36 17 7.2222 20880 .6915 14 16 5.0 1 7
1 1791 0 0 52 14 6.8677 6.18 1904 57 12 7.3529 30600 .6615 14 12 9.5 1 18
1 1404 0 3 35 13 3.5613 5.30 2360 38 14 11.8640 39000 .6215 7 10 9.0 1 4
1 1920 0 0 55 6 1.9792 2.58 1960 58 8 5.3327 15428 .7215 7 7 7.5 0 37
1 2141 0 0 35 16 5.3713 6.00 2000 42 16 5.5000 23300 .6615 7 7 7.5 0 13
1 1720 0 1 49 14 1.7442 0.00 2600 45 16 7.2308 42100 .5215 16 16 9.5 1 14
1 3533 2 2 38 15 5.0948 8.50 2000 38 9 7.0000 36430 .6400 12 7 9.5 1 17
1 2000 0 2 42 14 2.5000 0.00 2218 45 14 7.2137 26000 .6915 7 7 9.5 1 5
1 800 0 1 48 8 3.8250 2.30 2000 52 5 4.5000 62060 .7515 7 7 7.5 0 2
1 3000 0 0 51 14 1.0000 0.00 2595 53 16 8.8632 28300 .6215 12 12 9.5 1 0
1 293 0 2 43 12 3.0717 4.00 2400 47 12 9.3333 24149 .6615 12 10 7.5 1 3
1 1872 0 1 43 12 1.7163 0.00 2856 48 12 3.8263 28141 .6615 12 10 7.5 1 21
1 2058 0 1 38 12 4.0209 4.00 2601 38 14 5.4448 23057 .6615 10 10 7.5 1 20
1 1832 0 1 44 12 5.4585 4.95 2054 48 9 8.7634 28900 .6215 3 7 7.5 1 19
1 120 1 3 36 12 25.0000 9.98 2500 35 12 8.4000 24000 .6615 12 10 9.5 1 4
1 1632 0 0 38 12 2.3897 2.30 1960 31 12 5.1020 13900 .7215 12 12 7.5 0 19
1 778 0 0 47 8 3.2134 7.25 2058 51 8 7.4101 31810 .6915 12 12 5.0 1 11
1 1984 0 2 34 12 3.3770 3.14 2410 49 10 5.3527 19840 .6915 7 7 7.5 0 14
1 225 1 2 40 17 1.7778 0.00 1278 38 17 19.5620 25490 .6615 16 17 14.0 1 8
1 1960 0 1 31 12 3.1633 3.18 2875 35 12 5.0783 20800 .6915 12 12 7.5 0 13
1 444 0 0 46 12 2.7027 0.00 2340 49 12 0.5128 2400 .8015 10 16 7.5 1 24
1 384 0 3 36 14 1.6927 0.00 3060 43 17 5.4020 32650 .5815 10 10 14.0 1 1
1 1170 1 2 39 13 0.2137 0.00 1920 47 12 7.8646 16370 .7215 12 16 11.0 1 1
1 1330 0 2 36 17 6.7669 4.50 3390 38 12 6.0531 35500 .5515 7 7 14.0 0 3
1 1350 0 4 37 8 1.7407 2.10 2400 41 12 5.0000 15100 .7515 7 7 3.0 0 4
1 480 0 4 39 12 2.5000 0.00 1640 40 11 7.6829 14100 .7515 7 9 3.0 0 21
1 1984 1 3 36 11 4.4859 3.26 1656 38 8 6.0386 19600 .7215 7 3 14.0 0 10
1 1944 0 2 49 12 2.5720 2.70 1920 53 16 5.8510 19434 .7215 7 7 5.0 1 13
1 50 1 1 45 12 3.4600 5.00 1780 46 10 6.7416 23882 .7215 7 7 9.5 1 9
1 460 2 0 32 17 4.7826 0.00 1850 31 17 8.1081 17300 .7215 7 7 7.5 0 14
1 680 0 5 36 10 2.3118 0.00 3430 43 12 5.3061 19772 .7215 7 7 7.5 0 2
1 2450 0 1 40 12 5.3061 6.50 2008 40 8 7.2709 35641 .6215 7 7 5.0 1 21
1 2144 0 2 43 13 5.8675 0.00 2140 43 11 8.1776 34220 .5815 7 7 7.5 1 22
1 1760 0 1 33 12 3.4091 3.21 3380 34 12 7.1006 30000 .5815 12 16 11.0 1 14
1 490 0 1 30 12 4.0816 2.46 2430 33 11 6.5844 18000 .6915 12 12 7.5 1 7
0 0 0 1 49 12 0.0000 0.00 2550 54 15 7.8529 21025 .6615 14 12 7.5 1 2
0 0 2 0 30 16 0.0000 0.00 1928 34 16 11.9290 23600 .6615 14 7 9.5 1 5
0 0 1 0 30 12 0.0000 0.00 1100 39 17 18.0000 22800 .6615 12 12 7.5 0 12
0 0 0 4 41 12 0.0000 0.00 3193 40 16 10.0220 35910 .5815 7 7 7.5 1 1
0 0 0 1 45 12 0.0000 0.00 2250 46 16 9.3333 21700 .6615 7 7 5.0 1 12
0 0 0 5 43 12 0.0000 0.00 2012 44 13 6.0850 21823 .7515 7 7 7.5 1 4
0 0 0 1 42 13 0.0000 0.00 3856 46 15 5.7054 31000 .6615 10 7 11.0 1 9
0 0 0 0 60 12 0.0000 0.00 1645 58 12 9.1185 15300 .7215 7 7 7.5 1 9
0 0 0 0 57 12 0.0000 0.00 1554 57 12 7.2072 12925 .7215 9 3 7.5 1 6
0 0 0 2 38 10 0.0000 0.00 2352 41 8 5.3146 15830 .7515 12 7 5.0 0 5
0 0 0 0 56 12 0.0000 0.00 1980 58 12 8.2828 30200 .6915 12 12 7.5 1 5
0 0 0 3 32 12 0.0000 0.00 2352 37 7 7.0578 16600 .7215 10 7 5.0 0 8
0 0 0 1 49 7 0.0000 0.00 1784 58 6 6.1659 11000 .7515 7 7 7.5 1 2
0 0 0 0 55 12 0.0000 0.00 2500 58 12 2.7000 15000 .7215 7 10 3.0 0 6
0 0 1 1 36 9 0.0000 0.00 2088 39 14 7.6628 20528 .7215 7 7 11.0 0 0
0 0 0 3 44 12 0.0000 0.00 4640 50 12 1.8491 13126 .7515 9 9 14.0 0 3
0 0 0 1 44 10 0.0000 0.00 3900 60 12 3.8462 15550 .7215 7 14 7.5 1 7
0 0 1 2 35 14 0.0000 0.00 1988 34 17 9.0543 18010 .7215 3 12 7.5 1 3
0 0 2 3 44 14 0.0000 0.00 1920 45 10 9.3750 18874 .7215 10 10 14.0 0 10
0 0 0 1 45 12 0.0000 0.00 2400 45 12 8.3333 24800 .6615 12 12 14.0 1 3
0 0 1 0 34 12 0.0000 0.00 1867 38 12 9.3733 17500 .6915 12 17 5.0 1 2
0 0 2 0 30 17 0.0000 0.00 3570 32 17 4.4818 16150 .7215 12 12 7.5 1 12
0 0 0 1 39 8 0.0000 0.00 2805 44 12 5.3476 15189 .7215 7 3 3.0 0 15
0 0 0 2 36 12 0.0000 0.00 1110 39 15 3.2027 6000 .7815 7 7 14.0 0 5
0 0 0 2 38 17 0.0000 0.00 2695 42 16 12.8010 37250 .5515 10 12 9.5 1 4
0 0 0 0 53 12 0.0000 0.00 1950 54 16 6.9103 27760 .6215 10 10 7.5 1 10
0 0 0 2 36 12 0.0000 0.00 2128 42 12 4.2293 9090 .7715 7 7 3.0 0 1
0 0 1 1 32 12 0.0000 0.00 3260 31 12 4.4479 14500 .7215 12 7 7.5 1 8
0 0 0 3 51 9 0.0000 0.00 1987 51 12 8.0523 19700 .7215 7 7 14.0 1 20
0 0 0 0 38 11 0.0000 0.00 2185 46 11 7.5057 16788 .6915 10 7 14.0 1 4
0 0 2 0 33 12 0.0000 0.00 2475 36 12 7.4747 18520 .6915 10 10 11.0 1 7
0 0 0 0 54 12 0.0000 0.00 2610 53 12 6.3218 20950 .6915 16 10 9.5 1 10
0 0 0 3 38 9 0.0000 0.00 1920 44 12 2.1354 7574 .8015 7 3 11.0 0 3
0 0 2 2 30 11 0.0000 0.00 2352 31 14 4.2092 10027 .7715 7 7 3.0 0 5
0 0 2 3 34 12 0.0000 0.00 3160 30 12 0.7595 5000 .9415 12 12 7.5 0 10
0 0 0 1 34 9 0.0000 0.00 1040 37 13 4.8077 7040 .7915 12 7 3.0 0 0
0 0 0 2 50 12 0.0000 0.00 3120 49 12 12.7880 40800 .5215 10 7 7.5 1 3
0 0 2 0 30 17 0.0000 0.00 2240 30 16 7.1429 16050 .7215 12 12 11.0 0 10
0 0 0 2 38 12 0.0000 0.00 1980 42 16 15.1520 33100 .5815 10 7 11.0 1 2
0 0 0 0 54 14 0.0000 0.00 1960 58 14 7.9082 33856 .7215 12 12 9.5 1 10
0 0 1 2 30 12 0.0000 3.00 2940 31 17 6.9728 20500 .6915 12 12 7.5 1 4
0 0 0 0 55 12 0.0000 0.00 2467 56 11 4.9181 28600 .5815 7 7 5.0 1 0
0 0 0 1 51 10 0.0000 0.00 2256 56 12 8.3112 18750 .6915 10 10 11.0 0 10
0 0 0 1 44 12 0.0000 0.00 1680 46 12 7.1429 20300 .7215 7 7 9.5 1 5
0 0 0 0 53 12 0.0000 0.00 2250 55 12 5.6889 13420 .7215 7 7 5.0 0 0
0 0 0 2 42 10 0.0000 0.00 2400 49 9 7.0833 18400 .7215 3 3 5.0 0 0
0 0 0 2 38 12 0.0000 0.00 2196 42 11 5.6922 16682 .7215 10 7 7.5 0 19
0 0 1 3 38 13 0.0000 0.00 2400 40 12 11.4000 32685 .6215 7 7 7.5 1 2
0 0 1 4 41 12 0.0000 0.00 3825 41 11 1.4152 7050 .8015 3 3 9.5 1 12
0 0 0 3 35 8 0.0000 0.00 2860 44 9 2.7507 10867 .7815 12 7 9.5 1 5
0 0 1 2 33 12 0.0000 2.75 2750 34 12 6.6182 18220 .7215 12 12 9.5 1 5
0 0 0 0 48 13 0.0000 0.00 2103 50 16 9.2725 26613 .6915 7 7 7.5 0 5
0 0 0 0 47 12 0.0000 0.00 1880 51 12 12.2870 25000 .6215 12 10 7.5 1 10
0 0 0 5 34 12 0.0000 0.00 3185 41 13 2.8549 15700 .7515 7 7 7.5 1 0
0 0 2 1 33 13 0.0000 0.00 2677 37 17 7.9709 40250 .5215 12 10 5.0 1 4
0 0 3 1 31 13 0.0000 0.00 3600 36 17 19.4440 73600 .4415 12 16 11.0 0 3
0 0 0 0 58 8 0.0000 0.00 4334 58 8 1.4806 10592 .7515 12 7 7.5 1 2
0 0 0 0 49 12 0.0000 0.00 2874 52 8 1.8918 8000 .7515 7 7 3.0 0 1
0 0 0 1 55 8 0.0000 0.00 1936 56 9 6.9215 13400 .7215 7 3 7.5 1 0
0 0 0 0 44 14 0.0000 1.50 1964 49 8 10.6920 23700 .6615 12 12 14.0 1 1
0 0 0 0 44 9 0.0000 0.00 1900 48 8 9.9474 18900 .6915 7 7 11.0 1 1
0 0 0 3 36 16 0.0000 0.00 2500 37 17 19.0000 48300 .4615 7 12 9.5 1 6
0 0 0 3 38 12 0.0000 0.00 3173 46 14 7.4882 24470 .6615 14 14 9.5 1 12
0 0 0 3 37 16 0.0000 0.00 2916 38 17 9.2590 28630 .6215 16 7 7.5 1 6
0 0 0 0 47 12 0.0000 0.00 2208 51 12 11.3220 25320 .6215 12 7 5.0 1 9
0 0 0 3 47 12 0.0000 0.00 2094 47 10 6.4470 13530 .7515 12 10 7.5 1 14
0 0 1 1 32 12 0.0000 0.00 2250 33 12 6.5778 14800 .7215 7 7 9.0 1 13
0 0 1 2 43 12 0.0000 0.00 2000 46 12 6.1000 17400 .7515 12 7 7.5 0 8
0 0 1 4 42 11 0.0000 0.00 2600 48 10 4.2308 15980 .7815 10 10 3.0 0 0
0 0 0 0 56 12 0.0000 0.00 4368 57 8 2.2170 16576 .7215 7 7 7.5 0 1
0 0 0 5 38 13 0.0000 2.25 3068 40 16 6.5189 21850 .6915 12 7 11.0 1 3
0 0 0 2 52 12 0.0000 0.00 2218 51 11 6.4923 14600 .7215 7 7 14.0 1 13
0 0 0 0 50 12 0.0000 0.00 1848 56 12 11.3640 21600 .6615 12 12 7.5 1 3
0 0 0 0 33 16 0.0000 0.00 2430 33 17 9.8765 24000 .6615 12 12 7.5 1 8
0 0 0 2 44 16 0.0000 0.00 2640 44 17 7.6576 20883 .6915 7 7 7.5 1 8
0 0 0 1 41 12 0.0000 0.00 2108 42 16 8.3017 19500 .6915 7 7 14.0 0 18
0 0 0 1 45 12 0.0000 0.00 1998 45 12 14.1140 42800 .6215 14 12 11.0 1 2
0 0 0 0 53 14 0.0000 0.00 2500 55 16 16.0000 41500 .5215 7 7 7.5 0 3
0 0 0 0 53 14 0.0000 0.00 1665 56 17 11.2910 18965 .6915 12 12 14.0 1 5
0 0 0 1 42 12 0.0000 0.00 2990 46 12 2.3395 16100 .7215 12 10 9.5 1 2
0 0 2 0 32 13 0.0000 0.00 1795 35 16 7.7994 14700 .7215 12 17 7.5 1 10
0 0 0 0 56 12 0.0000 0.00 2500 53 12 6.0000 18800 .7215 7 7 7.5 1 30
0 0 1 3 37 11 0.0000 0.00 2205 40 11 6.6893 14750 .7515 10 7 11.0 1 1
0 0 1 2 40 12 0.0000 0.00 2460 42 14 8.5366 21000 .6915 12 7 14.0 1 5
0 0 0 3 54 15 0.0000 0.00 1880 55 16 13.8300 35400 .6215 0 7 7.5 1 8
0 0 0 0 53 7 0.0000 0.00 3481 53 9 1.4800 10700 .7515 7 7 7.5 0 0
0 0 0 1 48 12 0.0000 0.00 2450 51 12 8.5714 24500 .6615 7 7 9.5 1 4
0 0 1 2 36 12 0.0000 0.00 2062 38 14 8.2299 17045 .7215 7 7 9.5 1 2
0 0 0 0 57 12 0.0000 0.00 2146 52 14 8.3877 18800 .6915 7 7 7.5 1 30
0 0 0 0 51 12 0.0000 0.00 1575 49 7 7.3651 14000 .7215 10 7 14.0 1 25
0 0 0 4 33 13 0.0000 0.00 3096 37 12 3.4415 18214 .7215 7 0 3.0 0 3
0 0 0 0 52 12 0.0000 0.00 3280 49 11 3.3537 20177 .7515 7 7 7.5 1 20
0 0 0 0 56 10 0.0000 0.00 1680 60 8 2.9762 8300 .7815 0 7 7.5 1 20
0 0 1 2 36 12 0.0000 0.00 2625 38 11 5.1810 14200 .7515 14 9 7.5 1 0
0 0 1 0 36 14 0.0000 0.00 1846 50 16 10.2930 21768 .6915 12 12 7.5 0 15
0 0 0 1 46 12 0.0000 0.00 2178 47 10 13.2430 29553 .5815 10 7 14.0 1 10
0 0 0 3 31 10 0.0000 0.00 960 33 9 3.6458 4350 .9415 7 7 7.5 0 4
0 0 0 0 52 11 0.0000 0.00 2210 51 12 10.4070 24000 .6615 7 7 11.0 1 3
0 0 0 2 46 12 0.0000 0.00 2192 55 12 8.2117 18300 .6915 7 7 7.5 1 10
0 0 2 0 35 12 0.0000 0.00 1960 44 16 8.6735 17200 .7215 7 3 7.5 1 9
0 0 0 0 59 12 0.0000 0.00 1920 56 10 8.3208 16476 .6915 7 7 14.0 0 7
0 0 0 1 36 8 0.0000 0.00 2286 40 12 4.2870 13400 .7515 0 0 14.0 0 12
0 0 1 3 51 7 0.0000 0.00 2000 52 7 10.5000 44988 .5215 3 3 14.0 0 0
0 0 1 0 31 16 0.0000 0.00 2256 31 12 7.9787 18200 .6915 12 12 9.0 1 16
0 0 0 2 31 14 0.0000 0.00 2370 36 17 11.8140 28000 .6215 12 12 14.0 1 4
0 0 1 1 32 12 0.0000 0.00 1800 39 13 6.1111 11550 .7515 12 12 7.5 1 7
0 0 1 2 35 16 0.0000 0.00 2250 38 16 12.5780 28450 .6215 12 7 14.0 1 7
0 0 0 3 40 12 0.0000 4.10 1080 43 12 11.2440 15096 .7515 7 10 7.5 1 14
0 0 1 2 33 10 0.0000 0.00 2840 38 12 2.7408 8009 .7815 7 7 14.0 0 2
0 0 0 0 54 7 0.0000 0.00 2250 52 11 4.4444 10040 .7515 0 0 3.0 1 20
0 0 1 1 36 12 0.0000 0.00 2746 37 12 5.8267 16700 .7215 12 12 7.5 1 5
0 0 0 1 50 10 0.0000 0.00 2300 60 8 2.3478 8400 .7815 12 7 3.0 0 10
0 0 0 0 54 8 0.0000 0.00 2860 49 8 4.4755 13000 .7215 0 0 3.0 0 20
0 0 0 1 48 11 0.0000 0.00 1765 49 12 8.4986 17970 .7215 7 7 7.5 1 10
0 0 0 4 41 15 0.0000 0.00 2520 42 16 7.1825 18450 .7215 14 17 5.0 0 8
0 0 0 4 50 12 0.0000 0.00 2208 53 12 10.8700 31000 .6615 12 7 14.0 1 11
0 0 0 2 46 12 0.0000 0.00 2119 51 8 7.1222 24135 .7215 10 7 7.5 1 3
0 0 0 1 42 13 0.0000 0.00 2580 47 17 10.6592 31700 .5815 12 12 7.5 0 6
0 0 1 2 31 9 0.0000 0.00 1984 34 12 3.2762 10190 .7915 3 3 14.0 0 4
0 0 0 0 53 12 0.0000 0.00 1880 58 8 7.7521 21574 .7215 10 10 14.0 0 4
0 0 0 1 51 12 0.0000 0.00 2185 57 12 11.9450 26680 .6215 3 3 7.5 1 9
0 0 0 1 47 12 0.0000 0.00 2080 57 12 4.6154 17700 .7515 7 9 11.0 1 10
0 0 0 1 50 12 0.0000 0.00 1920 50 12 13.0210 29400 .6215 12 12 14.0 1 3
0 0 0 1 37 6 0.0000 0.00 3000 52 5 2.6667 22159 .7515 7 7 7.5 0 2
0 0 2 2 30 12 0.0000 0.00 2100 31 12 8.8333 35000 .5815 12 12 11.0 0 2
0 0 0 0 49 12 0.0000 0.00 1690 39 12 2.3669 8630 .7915 16 16 5.0 1 0
0 0 0 2 52 12 0.0000 0.00 2600 49 16 5.0000 17080 .7515 7 0 14.0 1 8
0 0 0 2 47 12 0.0000 0.00 1984 49 16 7.4597 32500 .7215 10 7 14.0 1 6
0 0 0 0 49 12 0.0000 0.00 2064 53 12 7.7519 16000 .7215 7 7 11.0 1 15
0 0 0 4 44 12 0.0000 0.00 2553 31 16 5.4054 18850 .7515 12 10 14.0 1 15
0 0 0 0 53 8 0.0000 0.00 2776 59 9 6.1239 17500 .6915 9 9 9.5 1 9
0 0 1 0 30 12 0.0000 0.00 2315 31 13 8.3369 19392 .6915 7 12 14.0 0 8
0 0 0 2 54 12 0.0000 0.00 1880 55 12 7.1277 14450 .7215 7 10 7.5 1 18
0 0 1 1 47 7 0.0000 0.00 2160 51 7 6.1204 21800 .6915 0 0 7.5 1 3
0 0 0 0 56 15 0.0000 0.00 900 56 12 3.1111 7700 .7515 7 7 14.0 1 10
0 0 0 1 49 12 0.0000 0.00 2467 52 16 12.1610 31800 .5815 7 7 11.0 0 6
0 0 0 0 48 6 0.0000 0.00 1820 55 12 5.3846 17258 .7515 7 7 9.5 1 20
0 0 0 1 49 12 0.0000 0.00 2223 53 10 3.9838 13399 .7515 10 12 9.5 0 8
0 0 0 1 56 12 0.0000 0.00 2142 60 12 7.4697 16073 .7215 12 16 11.0 0 3
0 0 0 0 46 12 0.0000 0.00 1928 46 11 11.4110 23260 .6615 7 7 7.5 1 4
0 0 0 2 45 12 0.0000 0.00 2783 49 17 12.9360 37300 .5515 12 12 14.0 1 13
0 0 0 2 32 12 0.0000 0.00 1960 35 12 5.6122 11000 .7515 12 7 11.0 1 4
0 0 1 1 43 12 0.0000 2.70 1920 41 12 6.8099 13075 .7515 7 7 14.0 1 17
0 0 1 1 34 12 0.0000 0.00 1587 39 12 8.5066 13700 .7215 7 7 9.5 1 4
0 0 1 1 30 12 0.0000 0.00 2496 51 10 5.5080 25100 .6615 7 10 5.0 0 0
0 0 2 0 38 17 0.0000 4.80 2280 39 12 7.2285 18600 .6915 12 16 5.0 1 15
0 0 1 1 33 16 0.0000 0.00 2750 36 17 9.4545 29000 .6215 16 16 9.5 0 11
0 0 0 0 52 12 0.0000 0.00 2115 55 12 8.9835 19237 .6915 7 7 9.5 1 23
0 0 0 3 43 11 0.0000 0.00 2590 45 12 5.9846 19855 .7215 12 14 7.5 1 1
0 0 1 1 33 12 0.0000 0.00 2372 34 12 3.9629 9450 .7515 12 7 9.5 0 5
0 0 0 0 45 10 0.0000 0.00 2295 48 12 7.0575 30000 .5815 7 7 7.5 0 1
0 0 2 1 36 10 0.0000 0.00 2096 38 12 7.1565 15000 .7215 10 10 14.0 1 5
0 0 1 1 34 12 0.0000 0.00 3315 39 17 4.0145 24701 .6615 12 12 9.5 1 3
0 0 0 2 37 14 0.0000 0.00 1777 50 16 3.8829 15900 .7215 10 14 11.0 0 3
0 0 0 1 46 10 0.0000 0.00 1880 51 12 7.9787 16240 .7215 7 7 11.0 0 19
0 0 0 0 47 12 0.0000 0.00 2184 55 10 5.0366 21100 .7515 12 12 9.5 1 20
0 0 2 1 31 16 0.0000 0.00 3250 32 16 7.0769 23000 .6615 12 12 7.5 1 5
0 0 0 0 57 5 0.0000 0.00 1520 58 5 3.6184 6340 .7715 7 7 14.0 0 0
0 0 1 1 30 12 0.0000 0.00 3119 30 13 13.4660 42250 .4915 10 10 5.0 1 3
0 0 0 0 30 12 0.0000 0.00 640 43 17 14.5310 14694 .7215 12 10 11.0 1 3
0 0 0 3 44 12 0.0000 0.00 2250 45 12 6.8000 21417 .7215 12 12 9.5 1 7
0 0 0 0 53 13 0.0000 0.00 3000 53 13 6.6667 20200 .6615 7 12 7.5 1 7
0 0 0 0 51 8 0.0000 0.00 2028 54 8 5.9172 12090 .7215 7 7 9.5 1 1
0 0 1 3 39 12 0.0000 0.00 2412 36 14 10.2400 24760 .6615 12 7 5.0 1 13
0 0 0 0 52 8 0.0000 0.00 2452 54 12 8.1566 23000 .6915 7 3 3.0 0 0
0 0 0 4 46 8 0.0000 0.00 2304 50 12 6.6775 19365 .7215 3 3 11.0 1 0
0 0 0 5 47 12 0.0000 0.00 3120 49 12 0.9615 5550 .9415 7 7 3.0 0 12
0 0 0 2 52 8 0.0000 0.00 1670 54 8 16.9070 68035 .4415 7 3 7.5 1 0
0 0 0 2 45 12 0.0000 0.00 2137 46 15 13.5700 29300 .6215 10 14 7.5 1 5
0 0 0 0 60 11 0.0000 0.00 2071 52 11 8.9329 18500 .6915 7 7 7.5 1 45
0 0 0 2 41 13 0.0000 0.00 1960 54 7 4.7372 22582 .7215 17 7 11.0 0 10
0 0 0 3 39 8 0.0000 0.00 2068 45 12 8.5106 21500 .7215 7 7 7.5 1 2
0 0 0 1 49 12 0.0000 0.00 2190 51 12 5.2511 28070 .7515 7 7 7.5 0 3
0 0 1 1 32 15 0.0000 0.00 2295 37 13 21.7860 50300 .4415 12 12 14.0 1 1
0 0 1 3 33 12 0.0000 0.00 2970 34 13 7.9125 23500 .6615 12 12 14.0 1 5
0 0 0 4 36 10 0.0000 0.00 2068 37 8 7.1083 15500 .7515 7 9 14.0 0 10
0 0 3 3 37 13 0.0000 0.00 2419 39 14 5.0434 13440 .7715 7 0 5.0 0 4
0 0 1 2 30 12 0.0000 0.00 2150 34 11 2.2442 8100 .7815 12 12 11.0 0 7
0 0 1 1 44 11 0.0000 0.00 1152 37 10 8.5069 9800 .7515 7 12 9.5 1 9
0 0 0 1 48 12 0.0000 0.00 2640 49 12 7.5758 20300 .6915 7 12 5.0 1 5
0 0 0 4 40 11 0.0000 0.00 2550 45 11 5.8824 15000 .7515 7 7 14.0 1 4
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0 0 0 2 36 12 0.0000 0.00 2420 40 12 6.2339 22846 .7215 12 7 5.0 1 9
0 0 0 2 40 11 0.0000 0.00 2205 42 14 9.2971 22225 .6915 7 12 5.0 1 4
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0 0 0 0 52 12 0.0000 0.00 3672 54 12 2.5425 18500 .6915 3 12 7.5 0 23
0 0 0 1 44 12 0.0000 0.00 1800 45 12 5.0833 13390 .7515 12 12 11.0 0 3
0 0 0 1 45 10 0.0000 0.00 1926 46 14 7.6843 15150 .7215 7 7 7.5 1 15
0 0 2 1 30 7 0.0000 0.00 1920 35 7 4.0625 16200 .7815 7 3 7.5 0 8
0 0 1 3 40 12 0.0000 0.00 2080 44 12 6.5106 33920 .6615 12 12 14.0 1 3
0 0 0 1 43 12 0.0000 0.00 2856 43 12 2.9510 14000 .7215 7 12 7.5 0 25
0 0 0 2 49 12 0.0000 0.00 2115 53 10 5.6738 16736 .7515 12 3 11.0 1 2
0 0 1 4 46 12 0.0000 3.45 1880 48 12 12.7660 30650 .6615 12 12 11.0 1 0
0 0 0 0 52 11 0.0000 0.00 2000 52 12 6.0000 12400 .7515 7 7 11.0 0 19
0 0 1 1 31 12 0.0000 0.00 2044 33 15 9.2955 19022 .6915 7 10 9.5 1 3
0 0 1 1 42 10 0.0000 0.00 1677 47 11 5.1324 11203 .7515 7 7 5.0 0 7
0 0 0 3 33 11 0.0000 0.00 2184 38 8 9.0659 19876 .6915 7 14 7.5 1 1
0 0 0 0 57 16 0.0000 0.00 3185 57 13 11.9310 57000 .4415 7 12 14.0 1 9
0 0 0 0 49 10 0.0000 0.00 2680 51 10 6.7164 18290 .6915 10 10 11.0 1 3
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0 0 1 3 41 12 0.0000 0.00 3080 43 12 8.5656 30623 .6215 10 10 7.5 1 5
0 0 0 0 56 5 0.0000 0.00 1261 53 6 6.7407 9380 .7515 3 3 14.0 1 20
0 0 0 1 48 10 0.0000 0.00 2227 48 10 9.8788 22000 .6915 7 7 5.0 1 3
0 0 0 2 52 16 0.0000 0.00 1920 53 16 9.3750 23675 .6615 12 10 7.5 1 12
0 0 0 0 51 12 0.0000 0.00 2350 55 12 6.2770 33671 .7215 7 7 14.0 1 5
0 0 0 3 35 11 0.0000 0.00 1785 39 10 6.4241 12367 .7515 7 7 7.5 0 1
0 0 0 0 45 12 0.0000 0.00 2598 51 12 8.3718 21950 .6615 7 7 5.0 0 0
0 0 0 0 54 12 0.0000 0.00 2455 58 17 12.2200 32000 .5815 7 7 9.5 1 7
0 0 0 2 54 12 0.0000 0.00 2450 54 13 3.5612 22610 .7215 10 10 9.5 1 13
0 0 1 0 31 12 0.0000 0.00 1218 32 8 8.8670 12092 .7515 7 7 3.0 0 3
0 0 0 3 53 6 0.0000 0.00 2040 54 4 1.8515 3777 .9415 7 7 11.0 0 0
0 0 2 2 35 14 0.0000 0.00 2600 34 14 8.0769 36000 .5515 16 14 3.0 0 2
0 0 1 3 36 12 0.0000 0.00 2450 40 16 8.9796 26900 .6615 12 16 7.5 0 0
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0 0 1 1 37 12 0.0000 0.00 2600 47 17 14.0770 37600 .5515 7 7 9.0 1 10
0 0 0 0 44 12 0.0000 0.00 3640 54 10 0.4121 1500 .9415 7 7 7.5 1 10
0 0 1 2 34 17 0.0000 0.00 2940 40 16 23.8100 96000 .4415 12 12 5.0 1 1
0 0 0 0 49 12 0.0000 0.00 1880 50 12 9.5745 18150 .6915 7 7 11.0 0 3
0 0 0 0 49 12 0.0000 0.00 3500 51 12 1.9286 15500 .7215 7 7 3.0 0 32
0 0 0 0 60 9 0.0000 0.00 3320 60 8 2.5783 14000 .7215 7 7 3.0 0 0
0 0 0 0 51 12 0.0000 0.00 1605 55 12 7.2274 14756 .7215 7 7 7.5 1 7
0 0 1 1 30 12 0.0000 0.00 2500 30 14 8.8000 22000 .6615 12 10 5.0 1 5
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0 0 1 3 35 12 0.0000 0.00 2260 38 12 10.4870 24000 .6615 7 7 9.5 1 3
0 0 0 0 58 12 0.0000 0.00 3478 53 12 4.0253 15500 .7215 12 9 11.0 0 25
0 0 1 3 41 14 0.0000 0.00 2550 42 16 11.7650 30800 .6215 14 12 7.5 0 0
0 0 0 1 51 10 0.0000 0.00 840 52 8 9.5238 10660 .7515 7 7 14.0 1 3
0 0 0 0 47 12 0.0000 0.00 1520 52 12 6.9079 13350 .7215 7 7 11.0 0 10
0 0 1 2 45 9 0.0000 0.00 1920 35 9 5.1510 10090 .7515 12 3 11.0 0 10
0 0 0 0 60 14 0.0000 0.00 2703 55 17 20.4960 55600 .4415 16 14 14.0 1 7
0 0 1 1 30 16 0.0000 2.00 1896 46 16 13.5550 25700 .6615 12 12 9.5 1 5
0 0 0 0 55 11 0.0000 0.00 1960 57 13 14.7960 29000 .5815 7 3 5.0 1 15
0 0 1 2 32 12 0.0000 0.00 3060 50 8 1.6905 7286 .7815 10 7 3.0 0 1
0 0 0 2 36 12 0.0000 0.00 2805 38 12 7.2296 37752 .5215 7 7 3.0 0 5
0 0 0 0 55 12 0.0000 0.00 1944 53 7 4.1152 13072 .7515 3 3 14.0 0 9
0 0 0 0 47 12 0.0000 0.00 1960 47 12 2.9990 7044 .7715 3 3 14.0 0 18
0 0 0 1 47 12 0.0000 0.00 2112 52 8 8.0492 18200 .6915 7 7 14.0 1 1
0 0 0 1 37 11 0.0000 0.00 2544 39 12 8.5770 27000 .6215 12 7 3.0 0 0
0 0 0 2 50 12 0.0000 0.00 1700 53 17 9.3235 30300 .5815 10 12 3.0 0 6
0 0 0 3 30 12 0.0000 0.00 2550 31 12 4.7059 12000 .7515 3 7 14.0 0 1
0 0 0 1 48 17 0.0000 0.00 2080 45 17 9.1346 31500 .6615 16 17 3.0 0 2
0 0 0 2 43 10 0.0000 0.00 2060 49 12 7.7670 27092 .7215 10 10 5.0 1 15
0 0 1 0 48 11 0.0000 0.00 1955 46 8 4.1269 20968 .7515 7 7 3.0 0 25
0 0 1 2 41 14 0.0000 0.00 2500 44 17 10.0000 27000 .6615 17 7 14.0 1 1
0 0 0 0 50 12 0.0000 0.00 2750 52 10 4.0727 11225 .7515 7 10 7.5 1 0
0 0 0 0 58 8 0.0000 0.00 2040 59 5 7.8529 37700 .5815 3 3 7.5 0 0
0 0 0 5 38 13 0.0000 0.00 3275 43 15 7.8168 28200 .6615 12 16 7.5 1 0
0 0 0 1 37 12 0.0000 0.00 2400 39 12 9.1667 34000 .6615 7 12 5.0 0 8
0 0 0 0 50 16 0.0000 0.00 2024 51 17 29.644 63200 .4415 12 7 9.5 1 22
0 0 0 4 42 8 0.0000 0.00 1840 44 6 4.0761 7500 .7915 3 3 7.5 1 5
0 0 1 3 37 9 0.0000 0.00 2033 37 17 8.3620 17410 .7215 10 10 9.5 1 10
0 0 0 2 41 16 0.0000 0.00 1946 40 17 12.0620 51000 .4415 16 17 9.0 1 1
0 0 0 2 31 12 0.0000 0.00 3660 31 12 2.3251 12916 .7515 10 7 3.0 0 1
0 0 0 0 51 12 0.0000 0.00 2088 55 11 10.0100 21900 .6615 7 7 5.0 1 6
0 0 1 2 36 12 0.0000 0.00 2048 41 12 5.2734 17640 .7515 7 7 5.0 0 4
0 0 0 0 54 15 0.0000 0.00 1920 52 15 10.4170 20000 .6915 14 16 14.0 0 6
0 0 0 0 49 12 0.0000 0.00 2000 54 12 7.5000 15000 .7215 7 7 14.0 1 0
0 0 1 1 48 9 0.0000 0.00 2204 47 8 6.3521 14060 .7215 10 12 5.0 0 1
0 0 0 2 42 9 0.0000 0.00 3157 45 10 3.8071 15825 .7215 7 14 9.5 0 3
0 0 1 2 41 12 0.0000 0.00 1665 44 14 9.9099 16510 .7215 3 16 9.5 1 15
0 0 0 0 55 16 0.0000 0.00 2304 56 11 2.6701 13000 .7215 12 12 7.5 0 33
0 0 0 0 42 9 0.0000 0.00 2275 46 8 4.3956 10000 .7515 7 7 5.0 1 2
0 0 0 1 32 15 0.0000 0.00 2760 33 17 7.9710 22000 .6615 12 12 7.5 1 1
0 0 0 2 43 12 0.0000 0.00 1750 44 14 15.4290 29800 .5815 7 7 7.5 1 10
0 0 1 3 33 12 0.0000 0.00 3366 37 13 1.9854 15000 .7215 7 7 5.0 1 0
0 0 0 1 48 15 0.0000 0.00 2205 51 16 7.2562 22300 .7215 10 14 9.5 1 14
0 0 0 2 43 12 0.0000 0.00 1990 48 9 7.0352 14550 .7215 3 16 7.5 1 15
0 0 1 3 47 17 0.0000 0.00 1930 57 16 8.1347 19730 .6915 14 12 7.5 1 15
0 0 0 0 54 12 0.0000 0.00 1350 60 12 11.9810 35000 .5515 12 12 7.5 1 10
0 0 0 1 51 12 0.0000 0.00 3340 52 12 5.9922 21014 .6615 7 3 7.5 1 6
0 0 0 1 51 10 0.0000 0.00 960 57 10 4.1458 10876 .7515 14 7 7.5 0 18
0 0 1 1 43 13 0.0000 0.00 2732 42 13 8.5102 27850 .6215 12 10 7.5 0 15
0 0 0 0 53 12 0.0000 0.00 1624 59 8 2.9631 9560 .7515 0 3 3.0 0 30
0 0 1 1 34 11 0.0000 0.00 1804 36 12 8.8149 30300 .6215 7 7 7.5 0 15
0 0 1 1 31 8 0.0000 0.00 2805 31 10 2.4955 7720 .7815 7 7 7.5 0 10
0 0 0 0 56 12 0.0000 0.00 2160 59 8 4.8843 10550 .7515 10 7 7.5 1 0
0 0 0 1 42 16 0.0000 0.00 2052 55 15 10.2000 24106 .6615 12 7 9.5 1 0
0 0 0 2 32 12 0.0000 0.00 2250 35 16 10.0000 22995 .6615 12 14 9.5 1 4
0 0 1 3 35 12 0.0000 0.00 1120 37 12 5.3571 6000 .8015 12 12 9.5 1 0
0 0 1 1 30 12 0.0000 0.00 2450 36 14 9.7959 24350 .6615 14 14 9.5 1 3
0 0 0 0 51 10 0.0000 0.00 3432 50 11 1.3741 7608 .7715 7 7 7.5 0 20
0 0 0 3 47 12 0.0000 0.00 2700 48 12 3.4630 28200 .7215 7 7 3.0 0 3
0 0 0 1 54 12 0.0000 0.00 2817 55 13 5.0408 16150 .7215 3 7 3.0 0 1
0 0 3 0 31 15 0.0000 0.00 3000 34 17 16.6670 51200 .4415 7 10 7.5 1 5
0 0 0 0 47 10 0.0000 0.00 2125 45 11 4.3294 12646 .7515 7 7 5.0 1 7
0 0 0 3 47 14 0.0000 0.00 1864 42 16 10.1930 19000 .6915 7 7 11.0 1 6
0 0 0 3 40 12 0.0000 0.00 2400 39 12 7.5833 19000 .7215 7 7 7.5 1 2
0 0 0 0 48 8 0.0000 0.00 2160 50 7 4.1204 14400 .7515 3 3 7.5 0 0
0 0 0 7 34 8 0.0000 0.00 1040 51 7 4.8077 7232 .9415 3 7 11.0 1 10
0 0 0 3 38 12 0.0000 0.00 2450 42 16 3.1531 21943 .7515 7 10 9.5 1 6
0 0 1 3 32 12 0.0000 0.00 2500 34 16 19.0000 47500 .4615 7 10 7.5 1 4
0 0 0 1 48 16 0.0000 0.00 2131 45 17 6.0535 28900 .6215 12 7 7.5 1 8
0 0 0 2 41 12 0.0000 0.00 2165 46 7 3.7875 12400 .7715 7 7 7.5 0 18
0 0 0 2 49 5 0.0000 0.00 2230 43 3 2.9287 6531 .7815 0 0 7.5 0 7
0 0 0 0 59 8 0.0000 0.00 1995 55 12 9.2972 22422 .6915 3 7 11.0 1 15
0 0 0 0 58 13 0.0000 0.00 2025 57 16 9.3827 22200 .6615 7 7 11.0 1 7
0 0 0 3 41 12 0.0000 0.00 2450 48 15 26.5310 77000 .4415 7 14 14.0 1 8
0 0 0 2 45 12 0.0000 0.00 2160 45 12 40.5090 88000 .4415 10 10 14.0 1 8
0 0 1 1 30 14 0.0000 0.00 1715 32 17 15.1600 26040 .6215 12 10 11.0 0 3
0 0 0 1 41 12 0.0000 0.00 3018 42 16 18.9640 63500 .4415 7 7 7.5 1 10
0 0 2 0 30 12 0.0000 0.00 2216 33 16 5.4152 12100 .7515 10 10 7.5 0 9
0 0 0 1 53 12 0.0000 0.00 2499 54 12 1.9988 17505 .7515 12 7 7.5 1 24
0 0 0 0 31 12 0.0000 0.00 2250 37 14 8.0000 18000 .6915 10 7 7.5 0 12
0 0 0 2 43 14 0.0000 0.00 2116 44 17 11.1530 28069 .6615 12 12 11.0 1 2
0 0 1 1 31 12 0.0000 0.00 2016 30 14 5.9524 14000 .7515 12 14 14.0 1 6
0 0 0 0 51 12 0.0000 0.00 2470 60 10 2.1194 8117 .7515 10 3 7.5 1 18
0 0 0 0 43 9 0.0000 0.00 1640 45 12 3.8384 11895 .7715 7 7 5.0 1 17
0 0 1 2 31 14 0.0000 0.00 2016 34 16 17.3610 45250 .4915 16 16 5.0 1 7
0 0 0 0 48 11 0.0000 0.00 2185 48 12 8.0092 31106 .6915 7 10 9.5 1 6
0 0 1 1 31 12 0.0000 0.00 800 33 14 3.0000 4000 .8015 12 7 9.5 1 10
0 0 0 1 44 12 0.0000 0.00 3022 46 12 10.5890 40500 .5815 7 7 7.5 1 5
0 0 0 1 48 11 0.0000 0.00 1512 50 14 10.9130 21620 .7215 10 7 7.5 1 7
0 0 0 1 53 12 0.0000 0.00 2677 53 12 5.6033 23426 .7215 0 0 7.5 1 11
0 0 0 3 42 10 0.0000 2.75 3150 44 12 7.9365 26000 .6615 3 3 11.0 1 14
0 0 2 6 39 12 0.0000 0.00 1430 34 12 2.9476 7840 .9415 7 0 9.5 1 5
0 0 1 2 32 10 0.0000 0.00 3307 36 4 2.0562 6800 .7915 7 3 7.5 0 2
0 0 0 2 36 12 0.0000 0.00 3120 39 12 1.3013 5330 .7915 7 12 14.0 0 4
0 0 0 2 40 13 0.0000 0.00 3020 43 16 9.2715 28200 .6215 10 10 9.5 1 5
0 0 2 3 31 12 0.0000 0.00 2056 33 12 4.8638 10000 .7715 12 12 7.5 0 14
0 0 0 0 43 12 0.0000 0.00 2383 43 12 1.0898 9952 .7515 10 3 7.5 0 4
0 0 0 0 60 12 0.0000 0.00 1705 55 8 12.4400 24984 .6215 12 12 14.0 1 15
0 0 0 3 39 9 0.0000 0.00 3120 48 12 6.0897 28363 .6915 7 7 11.0 1 12
;
run;
/*last row has the means*/
data add;
input LFP WHRS KL6 K618 WA WE HHRS HA HE HW FAMINC ;
datalines;
1 740.5763612 0.237715803 1.353253652 42.53784861 12.28685259 2267.270916 45.12084993 12.49136786 7.482178752 23080.59495
;
run;
data mrozexsub;
set mroz(keep=LFP WHRS KL6 K618 WA WE HHRS HA HE HW FAMINC) add;
run;
proc qlim data=mrozexsub;
model WHRS = KL6 K618 WA WE HHRS HA HE HW FAMINC;
endogenous WHRS ~ censored(lb=0);
output out=outtobit residual marginal;
run;
proc print data=outtobit(firstobs=754);
var Meff_KL6 Meff_K618 Meff_WA Meff_WE Meff_HHRS Meff_HA Meff_HE Meff_HW Meff_FAMINC;
run;
proc qlim data=mrozexsub;
model LFP= KL6 K618 WA WE HHRS HA HE HW FAMINC / discrete(d=probit);
output out=outprobit residual marginal;
run;
proc print data=outprobit(firstobs=754);
var Meff_P1_KL6 Meff_P1_K618 Meff_P1_WA Meff_P1_WE Meff_P1_HHRS Meff_P1_HA Meff_P1_HE Meff_P1_HW Meff_P1_FAMINC;
run;
proc qlim data=mrozexsub;
model LFP= KL6 K618 WA WE HHRS HA HE HW FAMINC / discrete(d=logit);
output out=outlogit residual marginal;
run;
proc print data=outlogit(firstobs=754);
var Meff_P1_KL6 Meff_P1_K618 Meff_P1_WA Meff_P1_WE Meff_P1_HHRS Meff_P1_HA Meff_P1_HE Meff_P1_HW Meff_P1_FAMINC;
run;