-
[$B<0(B(a)]
1$B
[$B<0(B(b)]
2$B
[$B<0(B(c)]
2$B
[$B<0(B(d)]
2$B
[$B<0(B(e)]
2$B
[$BNc(B4] $BJ#?t$N=hM}$r$5$;$?$$>l9g(B : do $B!A(B end $B$G0O$`(B
/* Lesson 12-01 */
/* File Name = les1201.sas 01/25/18 */
options nocenter linesize=78 pagesize=30;
proc printto print = 'Kougi/les1201_Results.txt' new;
data gakusei;
infile 'Kougi/all08c_sjis.csv'
firstobs=2 dlm=',' dsd missover encoding=sjis termstr=crlf;
input sex $ shintyou taijyuu kyoui
jitaku $ kodukai carryer $ tsuuwa;
proc print data=gakusei(obs=5);
run;
proc freq data=gakusei;
table sex;
run;
proc means data=gakusei;
var shintyou taijyuu;
run;
proc univariate data=gakusei plot;
var shintyou taijyuu;
run;
/* $B@-JL$4$H$K(B($BJ}K!(B1) */
proc means data=gakusei; : $BJ?6Q$r;;=P(B
where sex="M"; : $BCK$K$D$$$F7W;;(B
var shintyou taijyuu;
run;
proc means data=gakusei; : $BJ?6Q$r;;=P(B
where sex="F"; : $B=w$K$D$$$F7W;;(B
var shintyou taijyuu;
run;
/* $B@-JL$4$H$K(B($BJ}K!(B2) */
proc sort data=gakusei; : $BJB$YBX$((B($B%=!<%H(B)
by sex; : $B@-JL$4$H$K(B
run;
proc means data=gakusei; : $BJ?6Q$N7W;;(B
var shintyou taijyuu; : $B?HD9$HBN=E$K$D$$$F(B
by sex; : $B@-JL$4$H$K(B
run;
proc univariate data=gakusei plot; : $B4pACE}7WNL$N7W;;(B
var shintyou taijyuu; : $B?HD9$HBN=E$K$D$$$F(B
by sex; : $B@-JL$4$H$K(B
run;
/* $B@-JL$4$H$K%R%9%H%0%i%`(B($BJ}K!(B1) */
proc chart data=gakusei; : $B%R%9%H%0%i%`(B
hbar shintyou taijyuu; : $B;XDj$7$?JQNL$N?eJ?K@%0%i%U$rI=<((B
by sex;
run;
/* $B@-JL$4$H$K%R%9%H%0%i%`(B($BJ}K!(B2) */
proc chart data=gakusei; : $B%R%9%H%0%i%`(B
hbar shintyou taijyuu/group=sex; : $B@-JL$4$H$KJ;CV$7$F(B
run;
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B33$BIC(B 142
FREQ $B%W%m%7%8%c(B
$BN_@Q(B $BN_@Q(B
sex $BEY?t(B $B%Q!<%;%s%H(B $BEY?t(B $B%Q!<%;%s%H(B
-----------------------------------------------------------------
F 134 33.58 134 33.58
M 265 66.42 399 100.00
Frequency Missing = 5
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B33$BIC(B 143
MEANS $B%W%m%7%8%c(B
$BJQ?t(B N $BJ?6Q(B $BI8=`JP:9(B $B:G>.CM(B $B:GBgCM(B
--------------------------------------------------------------------------
shintyou 389 167.9092545 8.2673882 145.0000000 188.0000000
taijyuu 350 58.9542857 9.3840395 35.0000000 100.0000000
--------------------------------------------------------------------------
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B33$BIC(B 144
UNIVARIATE $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
$B%b!<%a%s%H(B
N 389 $B=E$_JQ?t$N9g7W(B 389
$BJ?6Q(B 167.909254 $B9g7W(B 65316.7
$BI8=`JP:9(B 8.26738822 $BJ,;6(B 68.3497079
$BODEY(B -0.277797 $B@mEY(B -0.4140235
$BL5=$@5J?J}OB(B 10993798.1 $B=$@5:QJ?J}OB(B 26519.6867
$BJQF078?t(B 4.92372397 $BJ?6Q$NI8=`8m:9(B 0.41917322
$B4pK\E}7WNL(B
$B0LCV(B $B$P$i$D$-(B
$BJ?6Q(B 167.9093 $BI8=`JP:9(B 8.26739
$BCf1{CM(B 169.0000 $BJ,;6(B 68.34971
$B:GIQCM(B 170.0000 $BHO0O(B 43.00000
$B;MJ,0LHO0O(B 11.70000
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B33$BIC(B 145
UNIVARIATE $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
$B0LCV$N8!Dj(B H0: Mu0=0
$B8!Dj(B -$BE}7WNL(B- ------p $BCM(B-------
Student $B$N(B t $B8!Dj(B t 400.5725 Pr > |t| <.0001
$BId9f8!Dj(B M 194.5 Pr >= |M| <.0001
$BId9fIU=g0L8!Dj(B S 37927.5 Pr >= |S| <.0001
$BJ,0LE@(B ($BDj5A(B 5)
$B?e=`(B $BJ,0LE@(B
100% $B:GBgCM(B 188.0
99% 185.0
95% 180.0
90% 178.0
75% Q3 173.7
50% $BCf1{CM(B 169.0
25% Q1 162.0
10% 156.0
5% 153.0
1% 148.0
0% $B:G>.CM(B 145.0
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B33$BIC(B 146
UNIVARIATE $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
$B6KCM(B
---$B:G>.CM(B--- --$B:GBgCM(B--
$BCM(B Obs $BCM(B Obs
145.0 1 185 385
146.7 2 185 386
148.0 4 186 387
148.0 3 187 388
148.9 5 188 389
$B7gB;CM(B
---$B%Q!<%;%s%H(B---
$B7gB;CM(B $B%+%&%s%H(B $BA4BN(B $B7gB;CM(B
. 15 3.71 100.00
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 150
MEANS $B%W%m%7%8%c(B
$BJQ?t(B N $BJ?6Q(B $BI8=`JP:9(B $B:G>.CM(B $B:GBgCM(B
--------------------------------------------------------------------------
shintyou 261 172.2528736 5.5465132 156.0000000 188.0000000
taijyuu 261 62.3601533 8.0245310 46.0000000 100.0000000
--------------------------------------------------------------------------
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 151
MEANS $B%W%m%7%8%c(B
$BJQ?t(B N $BJ?6Q(B $BI8=`JP:9(B $B:G>.CM(B $B:GBgCM(B
--------------------------------------------------------------------------
shintyou 127 158.9818898 5.2517332 145.0000000 171.0000000
taijyuu 88 48.8409091 4.7482032 35.0000000 60.0000000
--------------------------------------------------------------------------
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 152
sex=' '
MEANS $B%W%m%7%8%c(B
$BJQ?t(B N $BJ?6Q(B $BI8=`JP:9(B $B:G>.CM(B $B:GBgCM(B
--------------------------------------------------------------------------
shintyou 1 168.0000000 . 168.0000000 168.0000000
taijyuu 1 60.0000000 . 60.0000000 60.0000000
--------------------------------------------------------------------------
sex=F
$BJQ?t(B N $BJ?6Q(B $BI8=`JP:9(B $B:G>.CM(B $B:GBgCM(B
--------------------------------------------------------------------------
shintyou 127 158.9818898 5.2517332 145.0000000 171.0000000
taijyuu 88 48.8409091 4.7482032 35.0000000 60.0000000
--------------------------------------------------------------------------
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 153
sex=M
MEANS $B%W%m%7%8%c(B
$BJQ?t(B N $BJ?6Q(B $BI8=`JP:9(B $B:G>.CM(B $B:GBgCM(B
--------------------------------------------------------------------------
shintyou 261 172.2528736 5.5465132 156.0000000 188.0000000
taijyuu 261 62.3601533 8.0245310 46.0000000 100.0000000
--------------------------------------------------------------------------
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 162
sex=F
UNIVARIATE $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
$B%b!<%a%s%H(B
N 127 $B=E$_JQ?t$N9g7W(B 127
$BJ?6Q(B 158.98189 $B9g7W(B 20190.7
$BI8=`JP:9(B 5.25173316 $BJ,;6(B 27.5807012
$BODEY(B -0.2033144 $B@mEY(B -0.2687201
$BL5=$@5J?J}OB(B 3213430.81 $B=$@5:QJ?J}OB(B 3475.16835
$BJQF078?t(B 3.30335308 $BJ?6Q$NI8=`8m:9(B 0.46601596
$B4pK\E}7WNL(B
$B0LCV(B $B$P$i$D$-(B
$BJ?6Q(B 158.9819 $BI8=`JP:9(B 5.25173
$BCf1{CM(B 159.5000 $BJ,;6(B 27.58070
$B:GIQCM(B 156.0000 $BHO0O(B 26.00000
$B;MJ,0LHO0O(B 6.40000
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 163
sex=F
UNIVARIATE $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
$B0LCV$N8!Dj(B H0: Mu0=0
$B8!Dj(B -$BE}7WNL(B- ------p $BCM(B-------
Student $B$N(B t $B8!Dj(B t 341.1512 Pr > |t| <.0001
$BId9f8!Dj(B M 63.5 Pr >= |M| <.0001
$BId9fIU=g0L8!Dj(B S 4064 Pr >= |S| <.0001
$BJ,0LE@(B ($BDj5A(B 5)
$B?e=`(B $BJ,0LE@(B
100% $B:GBgCM(B 171.0
99% 170.0
95% 167.0
90% 166.0
75% Q3 162.4
50% $BCf1{CM(B 159.5
25% Q1 156.0
10% 152.0
5% 150.0
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 164
sex=F
UNIVARIATE $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
$BJ,0LE@(B ($BDj5A(B 5)
$B?e=`(B $BJ,0LE@(B
1% 146.7
0% $B:G>.CM(B 145.0
$B6KCM(B
---$B:G>.CM(B--- ---$B:GBgCM(B---
$BCM(B Obs $BCM(B Obs
145.0 6 167.0 128
146.7 7 168.0 129
148.0 9 169.5 130
148.0 8 170.0 131
148.9 10 171.0 132
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B34$BIC(B 165
sex=F
UNIVARIATE $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
$B7gB;CM(B
---$B%Q!<%;%s%H(B---
$B7gB;CM(B $B%+%&%s%H(B $BA4BN(B $B7gB;CM(B
. 7 5.22 100.00
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 178
sex=' '
shintyou $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
168 |********** 1 1 100.00 100.00
|
----------+
1
$BEY?t(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 179
sex=' '
taijyuu $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
60 |********** 1 1 100.00 100.00
|
----------+
1
$BEY?t(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 180
sex=F
shintyou $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
144 |* 1 1 0.79 0.79
147 |** 3 4 2.36 3.15
150 |*** 6 10 4.72 7.87
153 |******* 14 24 11.02 18.90
156 |************* 25 49 19.69 38.58
159 |*************** 29 78 22.83 61.42
162 |************ 23 101 18.11 79.53
165 |********* 18 119 14.17 93.70
168 |*** 5 124 3.94 97.64
171 |** 3 127 2.36 100.00
|
-----+----+----+
10 20 30
$BEY?t(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 181
sex=F
taijyuu $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
36 |* 1 1 1.14 1.14
|
40 |** 4 5 4.55 5.68
|
44 |******** 16 21 18.18 23.86
|
48 |************** 27 48 30.68 54.55
|
52 |************** 28 76 31.82 86.36
|
56 |**** 8 84 9.09 95.45
|
60 |** 4 88 4.55 100.00
|
-----+----+----
10 20
$BEY?t(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 182
sex=M
shintyou $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
157.5 | 2 2 0.77 0.77
160.5 |* 7 9 2.68 3.45
163.5 |** 10 19 3.83 7.28
166.5 |***** 25 44 9.58 16.86
169.5 |*********** 56 100 21.46 38.31
172.5 |************* 65 165 24.90 63.22
175.5 |******** 41 206 15.71 78.93
178.5 |***** 27 233 10.34 89.27
181.5 |**** 20 253 7.66 96.93
184.5 |* 5 258 1.92 98.85
187.5 |* 3 261 1.15 100.00
|
----+---+---+-
20 40 60
$BEY?t(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 183
sex=M
taijyuu $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
45 | 1 1 0.38 0.38
51 |*** 24 25 9.20 9.58
57 |********* 64 89 24.52 34.10
63 |************** 105 194 40.23 74.33
69 |***** 40 234 15.33 89.66
75 |** 14 248 5.36 95.02
81 |* 7 255 2.68 97.70
87 | 3 258 1.15 98.85
93 | 2 260 0.77 99.62
99 | 1 261 0.38 100.00
|
----+---+---+--
30 60 90
$BEY?t(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 184
sex shintyou $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
144 | 0 0 0.00 0.00
148 | 0 0 0.00 0.00
152 | 0 0 0.00 0.00
156 | 0 0 0.00 0.00
160 | 0 0 0.00 0.00
164 | 0 0 0.00 0.00
168 | 1 1 0.26 0.26
172 | 0 1 0.00 0.26
176 | 0 1 0.00 0.26
180 | 0 1 0.00 0.26
184 | 0 1 0.00 0.26
188 | 0 1 0.00 0.26
|
F 144 | 1 2 0.26 0.51
148 |* 5 7 1.29 1.80
152 |** 16 23 4.11 5.91
156 |*** 27 50 6.94 12.85
160 |**** 36 86 9.25 22.11
164 |*** 27 113 6.94 29.05
168 |* 13 126 3.34 32.39
172 | 2 128 0.51 32.90
176 | 0 128 0.00 32.90
180 | 0 128 0.00 32.90
184 | 0 128 0.00 32.90
188 | 0 128 0.00 32.90
|
M 144 | 0 128 0.00 32.90
148 | 0 128 0.00 32.90
152 | 0 128 0.00 32.90
156 | 2 130 0.51 33.42
160 |* 7 137 1.80 35.22
164 |** 18 155 4.63 39.85
168 |***** 45 200 11.57 51.41
172 |********* 93 293 23.91 75.32
176 |***** 49 342 12.60 87.92
180 |**** 35 377 9.00 96.92
184 |* 9 386 2.31 99.23
188 | 3 389 0.77 100.00
|
-----+----
50
$BEY?t(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 10$B;~(B53$BJ,(B36$BIC(B 186
sex taijyuu $BN_@Q(B $BN_@Q(B
$BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B
|
36 | 0 0 0.00 0.00
42 | 0 0 0.00 0.00
48 | 0 0 0.00 0.00
54 | 0 0 0.00 0.00
60 | 1 1 0.29 0.29
66 | 0 1 0.00 0.29
72 | 0 1 0.00 0.29
78 | 0 1 0.00 0.29
84 | 0 1 0.00 0.29
90 | 0 1 0.00 0.29
96 | 0 1 0.00 0.29
102 | 0 1 0.00 0.29
|
F 36 | 2 3 0.57 0.86
42 |* 12 15 3.43 4.29
48 |***** 45 60 12.86 17.14
54 |** 23 83 6.57 23.71
60 |* 6 89 1.71 25.43
66 | 0 89 0.00 25.43
72 | 0 89 0.00 25.43
78 | 0 89 0.00 25.43
84 | 0 89 0.00 25.43
90 | 0 89 0.00 25.43
96 | 0 89 0.00 25.43
102 | 0 89 0.00 25.43
|
M 36 | 0 89 0.00 25.43
42 | 0 89 0.00 25.43
48 |* 8 97 2.29 27.71
54 |****** 56 153 16.00 43.71
60 |********* 88 241 25.14 68.86
66 |****** 63 304 18.00 86.86
72 |*** 27 331 7.71 94.57
78 |* 12 343 3.43 98.00
84 | 3 346 0.86 98.86
90 | 2 348 0.57 99.43
96 | 1 349 0.29 99.71
102 | 1 350 0.29 100.00
|
-----+----
50
$BEY?t(B
if sex=" " or shintyou="." or taijyuu="." then delete; : $B7gB;CM$r4^$s$@%G!<%?$O=|30(B
[$BNc(B2] $BJQNL$NCM$r3d$jEv$F$J$*$9(B : $B?7$7$$CM$r1&JU$K=q$/(B
[$BNc(B3] $B?7$7$$JQNL$rDj5A$9$k(B : $B?7$7$$JQNL$r:8JU$K=q$/(B
data seito08;
infile 'seito.prn';
input id $ sex $ kesseki $ univ $
koku $ suu1 $ suu2 $ tireki $ koumin $ rika $;
if sex^='M' then delete; /* $BCK(B(male)$B$N$_(B */
if kesseki^='0' then delete; /* $B=P@J
if tireki="$B@$3&;K(B-0" then do;
tireki="$B@$3&;K(B";
koumin=.; /* $B%I%C%H$O7gB;CM$r<($9(B */
end;
...
[$BHf3S1i;;;R(B]
[$BO@M}1i;;;R(B]
$BN>72$NJ,;6(B($BI8=`JP:9(B)$B$,Ey$7$$$H8+$J$;$k$+$K$h$C$FJ}K!$,0[$J$k(B : F$B8!Dj(B (Folded F$B$HI=<($5$l$F$$$k(B)
/* Lesson 12-04 */
/* File Name = les1204.sas 01/25/18 */
options nocenter linesize=78 pagesize=30;
proc printto print = 'Kougi/les1204_Results.txt' new;
data gakusei;
infile 'Kougi/all08c_sjis.csv'
firstobs=2 dlm=',';
input sex $ shintyou taijyuu kyoui
jitaku $ kodukai carryer $ tsuuwa;
if sex=" " or shintyou="." or taijyuu="." then delete;
proc print data=gakusei(obs=5);
run;
proc sort data=gakusei;
by sex;
run;
proc univariate data=gakusei plot;
var shintyou taijyuu kyoui kodukai;
by sex;
run;
proc ttest data=gakusei;
class sex;
var shintyou taijyuu kyoui kodukai;
run;
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 12$B;~(B04$BJ,(B30$BIC(B 438
TTEST $B%W%m%7%8%c(B
$BJQ?t(B : shintyou
sex $B
/* Lesson 12-05 */
/* File Name = les1205.sas 01/25/18 */
options nocenter linesize=78 pagesize=30;
proc printto print = 'Kougi/les1205_Results.txt' new;
data gakusei;
infile 'Kougi/all08c_sjis.csv'
firstobs=2 dlm=',';
input sex $ shintyou taijyuu kyoui
jitaku $ kodukai carryer $ tsuuwa;
if sex=" " or shintyou="." or taijyuu="." then delete;
proc print data=gakusei(obs=5);
run;
proc npar1way data=gakusei wilcoxon; : wilcoxon $B8!Dj(B
class sex; : $BJ,N`$7$?$$FC@-JQ?t$N;XDj(B
var shintyou taijyuu kyoui kodukai; : $BHf3S$7$?$$JQNLL>(B
run; :
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 287
NPAR1WAY $B%W%m%7%8%c(B
$BJQ?t(B shintyou $B$KBP$9$k(B Wilcoxon $B%9%3%"(B ($B=g0LOB(B)
$BJ,N`JQ?t(B : sex
$B%9%3%"$N(B H0 $B$N$b$H$G$N(B H0 $B$N$b$H$G$N(B $BJ?6Q(B
sex N $B9g7W(B $B4|BTCM(B $BI8=`JP:9(B $B%9%3%"(B
F 88 4654.0 15400.0 817.853055 52.886364
M 261 56421.0 45675.0 817.853055 216.172414
$BF1=g0L$K$OJ?6Q%9%3%"$r;HMQ$7$^$7$?!#(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BE}7WNL(B 4654.0000
$B@55,6a;w(B
Z -13.1387
$BJRB&(B Pr < Z <.0001
$BN>B&(B Pr > |Z| <.0001
t $BJ,I[$G6a;w(B
$BJRB&(B Pr < Z <.0001
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 288
NPAR1WAY $B%W%m%7%8%c(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BN>B&(B Pr > |Z| <.0001
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
Kruskal-Wallis $B8!Dj(B
$B%+%$(B 2 $B>h(B 172.6407
$B<+M3EY(B 1
Pr > Chi-Square <.0001
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 289
NPAR1WAY $B%W%m%7%8%c(B
$BJQ?t(B taijyuu $B$KBP$9$k(B Wilcoxon $B%9%3%"(B ($B=g0LOB(B)
$BJ,N`JQ?t(B : sex
$B%9%3%"$N(B H0 $B$N$b$H$G$N(B H0 $B$N$b$H$G$N(B $BJ?6Q(B
sex N $B9g7W(B $B4|BTCM(B $BI8=`JP:9(B $B%9%3%"(B
F 88 5044.0 15400.0 817.684297 57.318182
M 261 56031.0 45675.0 817.684297 214.678161
$BF1=g0L$K$OJ?6Q%9%3%"$r;HMQ$7$^$7$?!#(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BE}7WNL(B 5044.0000
$B@55,6a;w(B
Z -12.6644
$BJRB&(B Pr < Z <.0001
$BN>B&(B Pr > |Z| <.0001
t $BJ,I[$G6a;w(B
$BJRB&(B Pr < Z <.0001
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 290
NPAR1WAY $B%W%m%7%8%c(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BN>B&(B Pr > |Z| <.0001
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
Kruskal-Wallis $B8!Dj(B
$B%+%$(B 2 $B>h(B 160.4031
$B<+M3EY(B 1
Pr > Chi-Square <.0001
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 291
NPAR1WAY $B%W%m%7%8%c(B
$BJQ?t(B kyoui $B$KBP$9$k(B Wilcoxon $B%9%3%"(B ($B=g0LOB(B)
$BJ,N`JQ?t(B : sex
$B%9%3%"$N(B H0 $B$N$b$H$G$N(B H0 $B$N$b$H$G$N(B $BJ?6Q(B
sex N $B9g7W(B $B4|BTCM(B $BI8=`JP:9(B $B%9%3%"(B
F 45 1803.50 2700.0 181.483384 40.077778
M 74 5336.50 4440.0 181.483384 72.114865
$BF1=g0L$K$OJ?6Q%9%3%"$r;HMQ$7$^$7$?!#(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BE}7WNL(B 1803.5000
$B@55,6a;w(B
Z -4.9371
$BJRB&(B Pr < Z <.0001
$BN>B&(B Pr > |Z| <.0001
t $BJ,I[$G6a;w(B
$BJRB&(B Pr < Z <.0001
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 292
NPAR1WAY $B%W%m%7%8%c(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BN>B&(B Pr > |Z| <.0001
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
Kruskal-Wallis $B8!Dj(B
$B%+%$(B 2 $B>h(B 24.4021
$B<+M3EY(B 1
Pr > Chi-Square <.0001
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 293
NPAR1WAY $B%W%m%7%8%c(B
$BJQ?t(B kodukai $B$KBP$9$k(B Wilcoxon $B%9%3%"(B ($B=g0LOB(B)
$BJ,N`JQ?t(B : sex
$B%9%3%"$N(B H0 $B$N$b$H$G$N(B H0 $B$N$b$H$G$N(B $BJ?6Q(B
sex N $B9g7W(B $B4|BTCM(B $BI8=`JP:9(B $B%9%3%"(B
F 82 14523.50 13530.0 742.640535 177.115854
M 247 39761.50 40755.0 742.640535 160.977733
$BF1=g0L$K$OJ?6Q%9%3%"$r;HMQ$7$^$7$?!#(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BE}7WNL(B 14523.5000
$B@55,6a;w(B
Z 1.3371
$BJRB&(B Pr > Z 0.0906
$BN>B&(B Pr > |Z| 0.1812
t $BJ,I[$G6a;w(B
$BJRB&(B Pr > Z 0.0911
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
2018$BG/(B 1$B7n(B25$BF|(B $BLZMKF|(B 11$B;~(B58$BJ,(B24$BIC(B 294
NPAR1WAY $B%W%m%7%8%c(B
Wilcoxon $B$N=g0LOB8!Dj(B (2 $BI8K\(B)
$BN>B&(B Pr > |Z| 0.1821
Z $B$K$O(B 0.5 $B$NO"B3@-$NJd@5$,4^$^$l$F$$$^$9!#(B
Kruskal-Wallis $B8!Dj(B
$B%+%$(B 2 $B>h(B 1.7897
$B<+M3EY(B 1
Pr > Chi-Square 0.1810
[$B<0(B(a)]
1$B
[$B<0(B(b)]
2$B
[$B<0(B(c)]
2$B
[$B<0(B(d)]
2$B
[$B<0(B(e)]
2$B