SAS$B$r;H$C$F$_$h$&(B

$BE}7W%b%G%k2r@OFCO@(BI/II : $BBh(B10$B2s(B (12/15/20)

$B!!A02s!"(BSAS$B$NMxMQ4D6-(B($B%"%/%;%9!"%5%$%s%$%sEy(B)$B$r@0$($F$b$i$C$?$N$G!"(B $B:#=5$OAaB.(BSAS$B%W%m%0%i%`$rAH$s$G$_$h$&!#(B SAS$B%W%m%0%i%`$N9=@.(B($B9=B$(B)$B$r2r@b$9$k$H6&$K!"(B $B%G!<%?$r%U%!%$%k$+$iFI$_9~$s$GR2p$9$k!#(B
$B!!$J$*!":#2s(B($BBh(B10$B2s(B)$B$H
  • $B(B: 11$BL>(B
    1. $B
    2. $B?tM}>pJs2JL\$NC10L(B
    3. SAS$B$rMQ$$$?E}7W2r@O$K$D$$$F3X$S$?$$$H;W$C$?$?$a(B
    4. $B3XIt$G$O$"$^$j?($l$i$l$J$+$C$?E}7W2r@O$rBg3X1!$N $B $B>-Mh%G!<%?$r07$&;E;v$r$7$?$$$H9M$($F$$$F!"E}7W%=%U%H$N;H$$J}$r3X$S$?$$$+$i(B
    5. $BE}7W$K4X$9$k%W%m%0%i%_%s%0$K6=L#$,$"$k$3$H$H%W%m%0%i%_%s%0$KB?$/?($l$?$$$?$a $B<+?H$N8&5f3hF0$GE}7WE*$J=hM}$r9T$C$F$$$k$?$a!%$^$?Bh(B3Q$B$G $BE}7W%b%G%k2r@OFCO@-5$r $BE}7W%b%G%k2r@OFCO@(BI$B$r$7$^$9!#(B
    6. $BE}7WE*$J9M;!$r8&5f$K3hMQ$7$?$$$+$i$G$9!#(B
    7. $B
    8. $B#4$N/$7$G$b07$($k$h$&$K$7$?$$!#(B
    9. SAS$B$r;HMQ$7$?$3$H$,$J$$$?$a!"=i?4 $B%7%i%P%9DL$j$NFbMF(B
    10. $B$H$K$+$/%W%m%0%i%_%s%0$K?($l$?$$$G$9!#(B
    11. $B4pAC$r$7$C$+$j$H3X$S$?$$$H9M$($F$$$k$N$G!"4pAC$r=EE@E*$K65$($F2<$5$l$P9,$$$G$9!#(B
    12. $B8&5f$G$h$/MQ$$$i$l$F$$$kBeI=E*$JE}7W2r@OR2p(B
    13. $B=E2s5"J,@O(B
    14. $BB?JQNL2r@O(B
    15. $BE}7W%b%G%k$r $BE}7W2r@O$N4pAC$dCm0U$9$Y$-9`L\!"F@$i$l$?7k2L$N2r $BE}7W3X$N%A%e!<%H%j%"%k$G$"$j$,$A$J!V%"%d%a!W$d!V$,$s!W$G$O$J$/!"Gd>eEy$N%S%8%M%9$KLrN)$A$=$&$J%G!<%?$NJ,@O(B
    16. $B9V5A7ABV$H$7$F!"BPLL9V5A$H%j%b!<%H9V5A$N$I$A$i$r4uK>$9$k$+!#$b$7$/$O$I$A$i$G$bNI$$$+!#(B($B0U8+D0$KI{$($J$$>l9g$,$"$j$^$9(B)$B!#(B
      • $B%j%b!<%H9V5A(B x2$BL>(B
      • $B%j%b!<%H9V5A!J="3h%;%_%J!<$N;~4V$HHo$k$3$H$,$"$k$?$a!K(B
      • $B%j%b!<%H9V5A$r4uK>$7$^$9!%%$%s%?!<%s$d4k6H@bL@2q$H;~4VBS$,$+$V$C$F$$$k$3$H$,$"$j$^$9$N$G!$%j%b!<%H9V5A$@$H;~4VBS$NM;DL$,Mx$/$?$a=u$+$j$^$9!%(B
      • $B%j%b!<%H9V5A$r4uK>$7$^$9!#M}M3$H$7$F$O!"4k6H$N@bL@2q$d%$%s%?!<%s$J$I$,K\3J2=$7$F$-$F$$$k$N$G!"BPLL<0$N9V5A$,B?$/$J$k$HF|DxD4@0$,Fq$7$$$?$a$G$9!#(B
      • $B8&5f$r?J$a$k>e$G!"%j%b!<%H9V5A$N9V5A7ABV$K=u$1$i$l$k>lLL$,B?!9$"$k0Y!"%j%b!<%H9V5A%a%$%s$,4uK>$G$9$,!"Dj4|E*$KBPLL$N2s$,$"$k$H $B$I$A$i$+$H8@$($P!"%j%b!<%H9V5A$r4uK>$7$^$9!#(B
      • $BBPLL$r4uK>$7$^$9!#(B
      • $BBPLL9V5A!J$=$A$i$NJ}$,9%$^$7$$$H$N$3$H$G$9$N$G!K(B
      • $B$I$A$i$G$b2D(B($BC"$7BPLL$N>l9g$O(B, 16:20~17:50$B$G$O$J$/!"$b$&>/$7Aa$$JL$N;~4VBS$K3+9V$7$F$[$7$$(B)
      • $B$I$A$i$G$bNI$$$G$9!#(B
    17. $B$=$NB>!"$*5$$E$-$NE@Ey$,$"$l$P$*=q$-$/$@$5$$!#(B
      • $BFC$K$"$j$^$;$s(B x6$BL>(B
      • $B$h$m$7$/$*4j$$$7$^$9!%(B

  • $B@h=5$N%7%g!<%H2]Bj(B: 10$BL>(B

  • [$B$*$5$i$$(B] SAS OnDemand for Academics $B$X$N%"%/%;%9(B(ODA$B$H$b8F$V$i$7$$(B)
    1. https://odamid.oda.sas.com/ $B$K%"%/%;%9$9$k!#(B
    2. User ID $B$H%Q%9%o!<%I$G%5%$%s%$%s$9$k!#(B
    3. Dashboard$BFb$N(BApplications$BCf$N!V(BSAS Studio$B!W$r%/%j%C%/(B
    4. $B:8B&$K%U%!%$%k72(B($B%J%S%2!<%7%g%s%Z%$%s(B, Navigation Pane$B$H8F$V(B)$B!"1&B&$K%W%m%0%i%`Ey(B($B:n6HNN0h(B, Work Area$B$H8F$V(B)$B$,I=<($5$l$k!#(B

  • SAS$B$r;H$C$F$_$h$&(B
    1. $B2hLL9=@.(B
      $B!!2hLL$O:81&$N(B2$B$D$KJ,$+$l$F$*$j!"(B $B:8B&$K%U%!%$%k72(B($B%J%S%2!<%7%g%s%Z%$%s(B, Navigation Pane$B$H8F$V(B)$B!"1&B&$K%W%m%0%i%`Ey(B($B:n6HNN0h(B, Work Area$B$H8F$V(B)$B$,I=<($5$l$k!#(B $B5/F0D>8e$O!V%W%m%0%i%`(B1$B!W$N%?%0$NCf$K(B3$B$D$N%5%V%?%0$,I=<($5$l$F$$$k!#(B $B!V%3!<%I!W!"!V%m%0!W!"!V7k2L!W!#(B

    2. SAS$B%W%m%0%i%`$NF~NO!#(B
      $B!!2hLL$N1&B&$N!V%W%m%0%i%`(B1$B!W$H$$$&L>>N$NIU$$$?%?%0$K4^$^$l$k(B $B!V%3!<%I(B(CODE)$B%5%V%?%V!W$K(BSAS$B%W%m%0%i%`$rF~NO$9$k!#(B $B4{$KEE;R2=$5$l$F$$$k>l9g$O!"%W%m%0%i%`$r%3%T! $B!ZNc![(B $B%3!<%I(B(CODE)$B%5%V%?%0(B: les0901.sas : $B%W%m%0%i%`(B 
       /* Lesson 09-1 */
 /*    File Name = les0901.sas  12/08/20   */

data kenshin;
  input name $ shintyou taijyuu;
cards;
Hara       181  86
Ramirez    178  98
Yano       181  81
Sasaoka    185  90
Yoda       182  84
Takatsu    180  75
;
proc print data=kenshin;
run;
proc means data=kenshin;
run;

    3. $B $B!!!V%3!<%I(B(CODE)$B%5%V%?%V!W:8>e$N!V6n$1B-(B(Run$B$r%$%a!<%8$+(B?)$B!W%"%$%3%s$r%/%j%C%/$9$k!#(B

    4. $B7W;;7k2L$,!V7k2L(B(RESULTS)$B!W%5%V%?%0$K!" $B!ZNc![(B $B7k2L(B(RESULTS)$B%5%V%?%0(B: les0901-Results.pdf : $B7W;;7k2L(B($B=PNO(B): PDF$B%U%!%$%k(B
      $B!ZNc![(B $B%m%0(B(LOG)$B%5%V%?%0(B: les0901-Log.pdf : $B:n6H>u67(B($B%(%i!<$NM-L5Ey(B): PDF$B%U%!%$%k(B 
                                                                                 13
                                   2020$BG/(B12$B7n(B 7$BF|(B $B7nMKF|(B 21$B;~(B47$BJ,(B02$BIC(B

                    Obs    name       shintyou    taijyuu

                     1     Hara          181         86  
                     2     Ramirez       178         98  
                     3     Yano          181         81  
                     4     Sasaoka       185         90  
                     5     Yoda          182         84  
                     6     Takatsu       180         75  
                                                                           14
                                   2020$BG/(B12$B7n(B 7$BF|(B $B7nMKF|(B 21$B;~(B47$BJ,(B02$BIC(B

                            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    6     181.1666667       2.3166067     178.0000000     185.0000000
taijyuu     6      85.6666667       7.8655366      75.0000000      98.0000000
-----------------------------------------------------------------------------

    5. $B7W;;7k2L$H$7$F2?$,I=<($5$l$F$$$k$G$"$m$&$+(B?

    6. $B3FpJs$rJ]B8$9$k$?$a$K?7$7$/%G%#%l%/%H%j$r:n@.$9$k!#(B
      $B!!2hLL:8B&(B($B%J%S%2!<%7%g%s%Z%$%s(B)$B$N!V%U%!%$%k(B($B%[!<%`(B)$B!W$G1&%/%j%C%/!#!V?75,:n@.(B(New)$B!W(B-$B!V%U%)%k%@(B(Folder)$B!W$r=g$K%/%j%C%/!#(B $B?7$7$$%G%#%l%/%H%jL>$rF~NO$9$k!#$3$3$G$O!V(BStatM20$B!W$H$7$F$_$k!#(B $BF~NO$7=*$($?$i!VJ]B8!W$r%/%j%C%/$9$k!#(B
        [$BNc(B] StatM20

    7. $B%W%m%0%i%`(B(CODE)$B$rJ]B8$9$k(B: $B<+J,$NO+NO$rL5BL$K$7$J$$$?$a$K(B
      $B!!!V%3!<%I(B(CODE)$B!W%5%V%?%0$rA*Br$7$F(BSAS $B%W%m%0%i%`$,I=<($5$l$F$$$k$H$3$m$G!"(B $B2hLL:8>e$N!V%U%m%C%T!<%G%#%9%/!W%"%$%3%s$r%/%j%C%/$7$F(B Kougi20 $B%G%#%l%/%H%j$N2<$K(BSAS $B%W%m%0%i%`$rJ]B8$9$k!#(B $BE,59%U%!%$%kL>$rIU$1$k!#(BSAS$B%W%m%0%i%`$N3HD%;R$O!V(B.sas$B!W$H$9$k!#(B
        [$BNc(B] les0901.sas
      $B!!$J$*!"%"%$%3%s>e$K%^%&%9$r0\F0$5$;$k$H!V%W%m%0%i%`$NJ]B8(B(Save program)$B!W$N%]%C%W%"%C%W$,I=<($5$l$k!#(B $B$=$N1&NY$N%"%$%3%s(B($B1tI.%^!<%/$,IU2C(B)$B$O!VL>A0$rIU$1$FJ]B8(B(Save As)$B!W$G$"$k!#(B

    8. $B0u:~$7$?$1$l$P!"%W%j%s%?$N%"%$%3%s(B(Print $B$N%]%C%W%"%C%W(B)$B$r%/%j%C%/(B $B$9$l$PNI$$!#(B

    9. $B7k2L(B(RESULTS) $B$rJ]B8$7$?$$>l9g$O!"(B $B!V7k2L(B(RESULTS)$B!W%5%V%?%0$rA*Br$7$F!"7W;;7k2L$,I=<($5$l$F$$$k$H$3$m$G!"(B $B2hLL:8>e$N%"%$%3%s$r0l$DA*Br$9$k!#:8$+$i=g$K(B $B!V(BHTML$B7A<0$G%U%!%$%k$r%@%&%s%m!<%I!W!"(B $B!V(BPDF$B7A<0$G%U%!%$%k$r%@%&%s%m!<%I!W!"(B $B!V@8@.%G!<%?$r%@%&%s%m!<%I!W!"(B $B!V7k2L$N0u:~!W$G$"$k!#(B
        [$BNc(B] les0901-Results.pdf

    10. $Bl9g$O!"(B $B!V%m%0(B(LOG)$B!W%5%V%?%0$rA*Br$7$F!"%m%0$,I=<($5$l$F$$$k$H$3$m$G!"(B $B2hLL:8>e$N%"%$%3%s$r0l$DA*Br$9$k!#:8$+$i=g$K(B $B!VL>A0$r$D$1$F%m%0$rJ]B8!W!"(B $B!V(BHTML$B7A<0$G%U%!%$%k$r%@%&%s%m!<%I!W!"(B $B!V%m%0$N0u:~!W$G$"$k!#(B
        [$BNc(B] les0901-Log.pdf

  • $B%W%m%0%i%`$N9=@.$H$=$N=PNO7k2L(B :
    1. $B%W%m%0%i%`$NFI$_9~$_(B :
        $B%m%0%$%s8e!"2hLL:8B&$N%(%j%"(B(Navigation Pane)$B$N%G%#%l%/%H%j(B(StatM20)$B$r;XDj$7$F!"L\E*$N(BSAS $B%W%m%0%i%`L>$r%/%j%C%/!#$b$7$/$O!"A02s%m%0%"%&%H$7$?>uBV$,2hLL$K;D$C$?$^$^!#(B
        [$BNc(B] StatM20/les0901.sas

    2. $B%W%m%0%i%`(B : CODE$B%5%V%?%0(B : les0901.sas
      • $B$O$8$a$F$N%W%m%0%i%`(B : $B%W%m%0%i%`$O:8B&$N$_!#1&B&$N%3%m%s0J9_(B($BNP?'ItJ,(B)$B$O@bL@MQ!#(B
      • 3$B$D$N%Q!<%H(B : $B%3%a%s%HIt!"%G!<%?$NDj5A(B(data$BIt(B)$B!"=o=hM}$N $B%3%a%s%H$O8e!9$N$?$a$KF~$l$k=,47$rIU$1$h$&(B
      • $B%V%i%s%/(B($BCJ2<$2(B)$B$d6u9T$OL5;k$5$l$k$,8+0W$5$N$?$a$KF~$l$h$&(B
      • $B3F9T$O(B($B4pK\E*$K(B)$B%;%_%3%m%s$G=*$o$k(B
      • ($B4pK\E*$K$O(B) proc $B%3%^%s%I(B(procedure)$B$4$H$K=PNO$,F@$i$l$k(B

      • [$BCm0U(B] $B%G!<%?L>$dJQNLL>$O(B 32$BJ8;z0JFb$N1Q?t;z(B($B$+$D$F$O(B8$BJ8;z0JFb(B)$B$G(B $BH=$j0W$$(B/$B2r$j0W$$L>A0$rIU$1$k$3$H!#0J2<$NNc$G8@$($P!"(B $B%G!<%?L>$H$O!V(Bkenshin$B!W$N$3$H$G$"$j!"(B $BJQNLL>$H$O!V(Bname, shintyou, taijyuu$B!W$N$3$H$G$"$k!#(B 
       /* Lesson 9-1 */                              : $B%3%a%s%H!"
 /*    File Name = les0901.sas  12/08/20   */  : $B8e!9$N5-O?$N$?$a$N%a%b(B
                                               : $B8+0W$5$N$?$a$N6u9T(B
data kenshin;                                  : $B%G!<%?L>$NDj5A(B
  input name $ shintyou taijyuu;               : $BFI$_9~$`JQNLL>!"7?(B($$B$OJ8;z7?$r<($9(B)
cards;                                         : $B%G!<%?$N;O$^$j$r<($9(B
Hara       181  86                             : Case 1
Ramirez    178  98                             : Case 2
Yano       181  81                             : Case 3
Sasaoka    185  90                             : Case 4
Yoda       182  84                             : Case 5
Takatsu    180  75                             : Case 6
;                                              : $B%G!<%?$N=*$j$r<($9(B
proc print data=kenshin;                       : $BFI$_9~$s$@%G!<%?$NI=<((B
run;                                           : $B>e5-$N
proc means data=kenshin;                       : $BJ?6QCMEy$N;;=P(B
run;                                           : $B>e5-$N
    3. $B $B2hLL:8>e$N!V6n$1B-(B(Run)$B!W%"%$%3%s$r%/%j%C%/$9$k!#(B

    4. $B=PNO7k2L(B : $B7k2L(B(RESULTS)$B%5%V%?%0(B: les0901-Results.pdf : $B7W;;7k2L(B($B=PNO(B): PDF$B%U%!%$%k(B 
                                                                                 13
                                   2020$BG/(B12$B7n(B 7$BF|(B $B7nMKF|(B 21$B;~(B47$BJ,(B02$BIC(B

                    Obs    name       shintyou    taijyuu

                     1     Hara          181         86  
                     2     Ramirez       178         98  
                     3     Yano          181         81  
                     4     Sasaoka       185         90  
                     5     Yoda          182         84  
                     6     Takatsu       180         75  
                                                                           14
                                   2020$BG/(B12$B7n(B 7$BF|(B $B7nMKF|(B 21$B;~(B47$BJ,(B02$BIC(B

                            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    6     181.1666667       2.3166067     178.0000000     185.0000000
taijyuu     6      85.6666667       7.8655366      75.0000000      98.0000000
-----------------------------------------------------------------------------
    5. $B7W;;7k2L(B :
      1. $BFI$_9~$s$@%G!<%?$NI=<((B : proc print
        • $B=DJ}8~$K%1!<%9!"2#J}8~$KJQNL(B
        • $B:8C<$K%1!<%9HV9f(B(Obs, Observation)
        • $BF~NO$,4|BTDL$j$+$r3NG'(B : $B?tCM$N$:$l!"0[>oCM!"(B...
      2. $BJ?6QCMEy$N;;=P(B : proc means
        • $B3FJQNL$4$H$N%5%s%W%k?t!"J?6Q!"I8=`JP:9!":G>.CM!":GBgCM(B
        • $B>.%5%s%W%k;~$NCm0U(B : $B3FE}7WNL$K0UL#$,$"$k$+(B?
      3. $BM-8z7e?t$KCm0U$;$h(B : $B$I$3$^$G$,!V0UL#$"$k7e!W$+(B?
        [$B=EMW$JCm0U(B] $BE}7W%=%U%H$OC1$J$kF;6q!#;H$$$3$J$9$N$O3F<+!#(B

    6. $B%G%P%C%0(B(debug)$B:n6H(B : $B
    7. $B7k2L(B(RESULTS)$B%5%V%?%0(B$B$K4|BT$7$?7k2L$,I=<($5$l$F$$$k$N$J$i@5>o$@$m$&!#(B
    8. $B%(%i!<$,$"$l$P(B $B%m%0(B(LOG)$B%5%V%?%0(B($B:n6H>u67(B, $B%(%i!<$NM-L5Ey(B)$B$KI=<($5$l$k$N$G!";29M$K$7$J$,$i%W%m%0%i%`$r=$@5$9$k!#(B
    9. $BDV$j%_%9$O$"$kDxEY=$@5$5$l$k$,!"CWL?E*$J%_%9$N;~$O
    10. $B2hLL$,;0
      $BI,MW$K1~$8$F3F%5%V%?%04V$r9T$-Mh$9$k!#(B
      1. $B%3!<%I(B(CODE)$B%5%V%?%0(B : $B%W%m%0%i%`$N:n@.(B
      2. $B%m%0(B(LOG)$B%5%V%?%0(B : $B $B7k2L(B(RRESULTS)$B%5%V%?%0(B : $B7W;;7k2L!"=PNO(B
    11. $B%W%m%0%i%`$N%(%i!<8D=j$r(B $B%m%0%5%V%?%0$G3NG'(B
    12. $B%3!<%I%5%V%?%0$K0\$C$F3:Ev8D=j$r=$@5(B
    13. $B:F

    14. $B%(%i!<$NNc(B : $B%m%0%5%V%?%0$K
    15. $B:G8e$N%;%_%3%m%sK:$l(B ($B0lIt$O<+F0$GJd$C$F$/$l$k$,(B)
    16. $B%3%a%s%H$N=*N;%_%9(B : /* ... */
    17. $B$D$E$j%_%9(B : plint, ran, ...
    18. $BJQNLL>$N=g$d8D?t!"%?%$%W(B($ $B%^!<%/$N0LCV(B)
    19. $B%G!<%?%U%!%$%k$NFbMF$,5-=R(B(or $BM=A[(B)$B$H0[$J$k(B : $B=PNO7k2L$G3NG'(B
    20. ...

  • $BF~NO$7$?$b$N$rM-8z3hMQ$7$h$&(B : $B=$@5$7$?$i!#40@.$7$?$i!#(B
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       /* Lesson 10-01 */
 /*    File Name = les1001.sas  12/15/20   */

options nocenter linesize=78 pagesize=30;             : $B2hLL=PNO%5%$%:;XDj(B
options locale='en_US';                               : $B=PNO$r1Q;zI=5-$K$9$k(B
proc printto print = 'StatM20/les1001-Results.txt' new; : $B7W;;7k2L$rD>@\%U%!%$%k=PNO(B

data dragons;                                         : $B%I%i%4%s%:%G!<%?(B
  infile 'StatM20/Dragons20.csv'                      : $B%U%!%$%k$NJ]B8>l=j(B
    firstobs=8 dlm=',' dsd missover                   : $B%U%!%$%kFC@-(B
    encoding=sjis termstr=crlf;
  input No $ Name : $24. Pos $ DoBY DoBM DoBD         : $BFI$_9~$`JQ?t(B($B9`L\(B)$B$N%j%9%H(B
        shintyou taijyuu tou $ da $ bikou $;          : $BJ#?t9T$K$o$?$C$F(B

proc print data=dragons(obs=20);          : $B@hF,(B20$B%1!<%9$rI=<((B
run;
proc means data=dragons;                  : $BJ?6QCMEy$r;;=P(B
run;
proc freq data=dragons;                   : $BIQEY$r;;=P!#8D!9!u%/%m%9=87W(B
  table DoBY DoBM tou da tou*da;
run;

proc chart data=dragons;                  : $B%R%9%H%0%i%`$rIA$/(B
  hbar shintyou;                          : $B?eJ?K@%0%i%U!#JQNL$r;XDj(B($BJ#?t;XDj$b2D(B)$B!#(B
  vbar shintyou;                          : $B?bD>K@%0%i%U!#JQNL$r;XDj(B($BJ#?t;XDj$b2D(B)$B!#(B
  hbar DoBY;
  vbar DoBY;
run;

proc univariate data=dragons plot;        : $B4pACE}7WNL$N;;=P!#(Bplot $B%*%W%7%g%s$r;XDj!#(B
  var shintyou;                           : $B;XDj$7$?JQNL$K$D$$$F(B
run;

ods listing;                              : $B%0%i%U$r%-%c%i%/%?!<%W%m%C%H$G=PNO$9$k>l9g(B
ods graphics off;                         :
proc univariate data=dragons plot;
  var shintyou;
run;
    • $B=PNO(B

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