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LAMPIRAN A: Program Macro MINITAB Regresi Robust Dengan Pembobot Fungsi Huber (dengan r=1)

LAMPIRAN A: Program Macro MINITAB Regresi Robust Dengan Pembobot Fungsi Huber (dengan r=1)

  macro robust1 X.1 Y mconstant n s k2 r k1 iter mcolumn X.1 Y b e eb pseb w b0 b1 mmatrix let n=count(Y) regres Y 1 X.1; coef b; residual e; constant; brief 0. let b0(1)=b(1) let b1(1)=b(2) let iter=15 DO k2=2:iter let s=1.5*median(abs(e)) let eb=e/s let r=1 DO k1=1:n

  IF abs(eb(k1))<=r let pseb(k1)=eb(k1) ELSEIF eb(k1)>r let pseb(k1)=r ELSE let pseb(k1)=-r ENDIF ENDDO print k2 let w=pseb/eb print w regres Y 1 X.1; weights w; coef b; residual e; constant; brief 0. let b0(k2)=b(1) let b1(k2)=b(2) ENDDO print b0 b1 ENDMACRO

  

LAMPIRAN B: Hasil Output Program macro MINITAB Data 1

  MTB > %D:\\data1.txt c2 c3 Executing from file: D:\\data1.txt

Data Display

  k2 2,00000

Data Display

  w 0,84059 1,00000 1,00000 0,66447 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,86080 1,00000 1,00000 1,00000 0,86080 1,00000 1,00000 0,86080 1,00000 1,00000

Data Display

  k2 3,00000

Data Display

  w 0,83267 1,00000 1,00000 0,65997 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,86847 1,00000 1,00000 1,00000 0,86847 1,00000 1,00000 0,86847 1,00000 1,00000

Data Display

  k2 4,00000

Data Display

  w 0,83121 1,00000 1,00000 0,65887 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87038 1,00000 1,00000 1,00000 0,87038 1,00000 1,00000 0,87038 1,00000 1,00000

Data Display

  k2 5,00000

Data Display

  w 0,83087 1,00000 1,00000 0,65862 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87083 1,00000 1,00000 1,00000 0,87083 1,00000 1,00000 0,87083 1,00000 1,00000

  Data Display

  k2 6,00000

Data Display

  w 0,83079 1,00000 1,00000 0,65856 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87093 1,00000 1,00000 1,00000 0,87093 1,00000 1,00000 0,87093 1,00000 1,00000

Data Display

  k2 7,00000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87096 1,00000 1,00000 1,00000 0,87096 1,00000 1,00000 0,87096 1,00000 1,00000

Data Display

  k2 8,00000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

Data Display

  k2 9,00000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

Data Display

  k2 10,0000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

  Data Display k2 11,0000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

Data Display

  k2 12,0000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

Data Display

  k2 13,0000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

Data Display

  k2 14,0000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

Data Display

  k2 15,0000

Data Display

  w 0,83077 1,00000 1,00000 0,65854 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 1,00000 0,87097 1,00000 1,00000 0,87097 1,00000 1,00000

Data Display

  Row b0 b1 1 1,09667 2,41890 2 1,16184 2,41416 3 1,16569 2,41603 4 1,16644 2,41652 5 1,16661 2,41663 6 1,16665 2,41666 7 1,16666 2,41666 8 1,16667 2,41667 9 1,16667 2,41667 10 1,16667 2,41667 11 1,16667 2,41667 12 1,16667 2,41667 13 1,16667 2,41667 14 1,16667 2,41667 15 1,16667 2,41667

  

LAMPIRAN C: Hasil Output Program macro MINITAB Data 2

  MTB > %D:\\data2.txt c2 c3 Executing from file: D:\\data1.txt

Data Display

  k2 2,00000

Data Display

  w 0,75919 0,50482 1,00000 0,65347 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,89228 1,00000 1,00000 1,00000 0,89228 1,00000 1,00000 0,89228 1,00000 1,00000

Data Display

  k2 3,00000

Data Display

  w 0,83704 0,49757 1,00000 0,69178 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,95307 1,00000 1,00000 1,00000 0,95307 1,00000 1,00000 0,95307 1,00000 1,00000

Data Display

  k2 4,00000

Data Display

  w 0,84142 0,49848 1,00000 0,69371 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96144 1,00000 1,00000 1,00000 0,96144 1,00000 1,00000 0,96144 1,00000 1,00000

Data Display

  k2 5,00000

Data Display

  w 0,84108 0,49878 1,00000 0,69340 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96295 1,00000 1,00000 1,00000 0,96295 1,00000 1,00000 0,96295 1,00000 1,00000

  Data Display

  k2 6,00000

Data Display

  w 0,84091 0,49887 1,00000 0,69327 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96332 1,00000 1,00000 1,00000 0,96332 1,00000 1,00000 0,96332 1,00000 1,00000

Data Display

  k2 7,00000

Data Display

  w 0,84085 0,49889 1,00000 0,69323 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96342 1,00000 1,00000 1,00000 0,96342 1,00000 1,00000 0,96342 1,00000 1,00000

Data Display

  k2 8,00000

Data Display

  w 0,84084 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96344 1,00000 1,00000 1,00000 0,96344 1,00000 1,00000 0,96344 1,00000 1,00000

Data Display

  k2 9,00000

Data Display

  w 0,84083 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 0,96345 1,00000 1,00000

Data Display

  k2 10,0000

Data Display

  w 0,84083 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 0,96345 1,00000 1,00000

  Data Display k2 11,0000

Data Display

  w 0,84083 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 0,96345 1,00000 1,00000

Data Display

  k2 12,0000

Data Display

  w 0,84083 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 0,96345 1,00000 1,00000

Data Display

  k2 13,0000

Data Display

  w 0,84083 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 0,96345 1,00000 1,00000

Data Display

  k2 14,0000

Data Display

  w 0,84083 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 0,96345 1,00000 1,00000

Data Display

  k2 15,0000

Data Display

  w 0,84083 0,49890 1,00000 0,69322 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 1,00000 0,96345 1,00000 1,00000 0,96345 1,00000 1,00000

Data Display

  Row b0 b1 1 3,06874 1,96455 2 2,12641 2,20668 3 2,07586 2,22367 4 2,07654 2,22497 5 2,07756 2,22513 6 2,07789 2,22517 7 2,07798 2,22517 8 2,07800 2,22518 9 2,07801 2,22518 10 2,07801 2,22518 11 2,07801 2,22518 12 2,07801 2,22518 13 2,07801 2,22518 14 2,07801 2,22518 15 2,07801 2,22518

  

LAMPIRAN D: Hasil Output Program macro MINITAB Data 3

  MTB > %D:\\data3.txt c2 c3 Executing from file: D:\\data3.txt

Data Display

  k2 2,00000

Data Display

  w 0,91293 1,00000 1,00000 0,77475 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,77198 1,00000 1,00000 0,42955 0,77198 1,00000 1,00000 0,77198 1,00000 1,00000

Data Display

  k2 3,00000

Data Display

  w 0,85471 1,00000 1,00000 0,68820 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,80440 1,00000 1,00000 0,37129 0,80440 1,00000 1,00000 0,80440 1,00000 1,00000

Data Display

  k2 4,00000

Data Display

  w 0,84798 1,00000 1,00000 0,67853 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,83829 1,00000 1,00000 0,36638 0,83829 1,00000 1,00000 0,83829 1,00000 1,00000

Data Display

  k2 5,00000

Data Display

  w 0,84245 1,00000 1,00000 0,67346 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84617 1,00000 1,00000 0,36400 0,84617 1,00000 1,00000 0,84617 1,00000 1,00000

  Data Display

  k2 6,00000

Data Display

  w 0,84076 1,00000 1,00000 0,67190 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84864 1,00000 1,00000 0,36327 0,84864 1,00000 1,00000 0,84864 1,00000 1,00000

Data Display

  k2 7,00000

Data Display

  w 0,84024 1,00000 1,00000 0,67142 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84941 1,00000 1,00000 0,36304 0,84941 1,00000 1,00000 0,84941 1,00000 1,00000

Data Display

  k2 8,00000

Data Display

  w 0,84007 1,00000 1,00000 0,67127 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84965 1,00000 1,00000 0,36297 0,84965 1,00000 1,00000 0,84965 1,00000 1,00000

Data Display

  k2 9,00000

Data Display

  w 0,84002 1,00000 1,00000 0,67123 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84972 1,00000 1,00000 0,36295 0,84972 1,00000 1,00000 0,84972 1,00000 1,00000

Data Display

  k2 10,0000

Data Display

  w 0,84001 1,00000 1,00000 0,67121 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84975 1,00000 1,00000 0,36294 0,84975 1,00000 1,00000 0,84975 1,00000 1,00000

  Data Display k2 11,0000

Data Display

  w 0,84000 1,00000 1,00000 0,67121 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84975 1,00000 1,00000 0,36294 0,84975 1,00000 1,00000 0,84975 1,00000 1,00000

Data Display

  k2 12,0000

Data Display

  w 0,84000 1,00000 1,00000 0,67121 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84976 1,00000 1,00000 0,36294 0,84976 1,00000 1,00000 0,84976 1,00000 1,00000

Data Display

  k2 13,0000

Data Display

  w 0,84000 1,00000 1,00000 0,67120 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84976 1,00000 1,00000 0,36294 0,84976 1,00000 1,00000 0,84976 1,00000 1,00000

Data Display

  k2 14,0000

Data Display

  w 0,84000 1,00000 1,00000 0,67120 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84976 1,00000 1,00000 0,36294 0,84976 1,00000 1,00000 0,84976 1,00000 1,00000

Data Display

  k2 15,0000

Data Display

  w 0,84000 1,00000 1,00000 0,67120 1,00000 1,00000 1,00000 1,00000 1,00000 1,00000 0,84976 1,00000 1,00000 0,36294 0,84976 1,00000 1,00000 0,84976 1,00000 1,00000

Data Display

  Row b0 b1 1 2,36305 1,90655 2 1,42748 2,25990 3 1,33097 2,32525 4 1,32051 2,34035 5 1,31704 2,34508 6 1,31596 2,34656 7 1,31563 2,34702 8 1,31552 2,34716 9 1,31549 2,34720 10 1,31548 2,34722 11 1,31548 2,34722 12 1,31548 2,34722 13 1,31548 2,34722 14 1,31548 2,34722 15 1,31548 2,3472

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