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1.629   1.496   1.576   1.612   1.638   1.622   1.587   1.559   1.587   1.588   1.620   1.611   1.566   1.581   1.662   1.679   1.586   1.525   1.630   1.597   1.537   1.622   1.639   1.551   1.610   1.601   1.528   1.544   1.622   1.613

1.576   1.671   1.630   1.631   1.641   1.545   1.558   1.615   1.605   1.558   1.602   1.572   1.569   1.617   1.636   1.619   1.602   1.641   1.590   1.624   1.699   1.590   1.651   1.587   1.637   1.636   1.567   1.629   1.548   1.594

1.606   1.512   1.582   1.584   1.674   1.585   1.654   1.622   1.595   1.637   1.575   1.580   1.617   1.592   1.645   1.639   1.578   1.534   1.581   1.580   1.621   1.569   1.583   1.615   1.605   1.636   1.568   1.620   1.656   1.560

1.585   1.599   1.581   1.646   1.671   1.571   1.612   1.498   1.604   1.603   1.658   1.602   1.598   1.592   1.640   1.557   1.652   1.644   1.619   1.607   1.645   1.713   1.591   1.587   1.629   1.578   1.587   1.624   1.619   1.598

1.605   1.539   1.570   1.558   1.558   1.572   1.577   1.617   1.543   1.611   1.612   1.618   1.568   1.568   1.675   1.566   1.724   1.568   1.614   1.530   1.615   1.629   1.611   1.581   1.547   1.649   1.514   1.593   1.591   1.595

1.655   1.557   1.606   1.644   1.554   1.568   1.648   1.608   1.559   1.602   1.628   1.612   1.553   1.572   1.586   1.534   1.600   1.631   1.576   1.593   1.680   1.599   1.574   1.599   1.669   1.590   1.500   1.527   1.648   1.629

1.580   1.632   1.553   1.572   1.584   1.587   1.566   1.574   1.631   1.525   1.669   1.604   1.603   1.606   1.510   1.583   1.620   1.547   1.543   1.519   1.580   1.580   1.668   1.633   1.555   1.616   1.594   1.659   1.695   1.591

1.731   1.604   1.587   1.499   1.683   1.597   1.624   1.598   1.578   1.621   1.630   1.649   1.666   1.595   1.608   1.612   1.629   1.599   1.680   1.565   1.548   1.599   1.584   1.588   1.578   1.614   1.646   1.583   1.523   1.629

1.639   1.585   1.593   1.645   1.609   1.663   1.650   1.590   1.590   1.604   1.590   1.629   1.562   1.635   1.614   1.523   1.656   1.640   1.616   1.565   1.605   1.578   1.528   1.601   1.658   1.681   1.573   1.641   1.634   1.570

1.599   1.663   1.619   1.650   1.580   1.643   1.510   1.573   1.600   1.520   1.580   1.708   1.624   1.651   1.523   1.596   1.615   1.553   1.587   1.641   1.531   1.665   1.637   1.576   1.600   1.510   1.533   1.623   1.543   1.611




                                                                                                                                                                                                                                                dato inicial l.i.
                                                                                                                                                                                                                                                ajuste dato inicial
                                                                                                                                                                                                                                                dato inicial l.i.




                                                                                                                                                                                                                                                                      3
                                                                                                                                                                                                                                                                      2
                                                                                                                                                                                                                                                                      1
                                                                                                                                                                                                                                                media
                                                                                                                                                                                                                                                                      1
                                                                                                                                                                                                                                                                      2
                                                                                                                                                                                                                                                                      3
numero de datos   300

                        maximo                        1.731                datos aparentes
                        minimo                        1.496                  1.496 1.517
                                                                             1.518    1.539
                        rango                         0.235                  1.540    1.561
                                                                             1.562    1.583
                        intervalo                       17         0.001     1.584    1.605       0.0005
                        ajuste de intervalo             -6                   1.606    1.627
                        numero f. de intervalo          11                   1.628    1.649
                                                                             1.650    1.671
                                                                             1.672    1.693
                        tamaño del intervalo          0.021                  1.694    1.715
                        ajuste del tamaño             0.001                  1.716    1.737
                        tamaño f. de intervalo        0.022
                                                                           bien      bien
                                                                           bien      bien
                        dato inicial l.i.             1.496
                        ajuste dato inicial               0
                        dato inicial l.i.             1.496




                                                                                              x
                                                                                                  1.5065
                                                                                                  1.5065
                                                                                                  1.5285
                                                                                                  1.5285
                                                                                                  1.5285
                                                                                                  1.5505
                                                                                                  1.5505
                                                                                                  1.5505
                                                                                                  1.5725
                                                                                                  1.5725
                                                                                                  1.5725
                                                                                                  1.5945
                                                                                                  1.5945
                                                                                                  1.5945
                                                                                                  1.6165
                                                                                                  1.6165
                                                 3   1.7292   73      0     1.7292                1.6165
                                                 2   1.6864   73      0     1.6864                1.6385
                                                 1   1.6435   73      0     1.6435                1.6385
                        media                        1.6006   73      0     1.6006                1.6385
                                                 1   1.5577   73      0     1.5577                1.6605
                                                 2   1.5148   73      0     1.5148                1.6605
                                                 3   1.4719   73      0     1.4719                1.6605
                                                                                                  1.6825
                                                                                                  1.6825
                                                                                                  1.6825
                                                                                                  1.7045
                                                                                                  1.7045
                                                                                                  1.7045
                                                                                                  1.7265
                                                                                                  1.7265
datos reales  marcas de clase      fi   fai  fr        frai          media     desv media      varianza
         1.4955 1.5175               1.5065    9     9 0.030000      0.030000   13.5585         0.84678      0.079670708
         1.5175   1.5395             1.5285   17    26   0.056667        0.086667         25.9845              25.9845      0.088340288
         1.5395   1.5615             1.5505   24    50   0.080000        0.166667          37.212               37.212       0.06020818
         1.5615   1.5835             1.5725   51   101   0.170000        0.336667         80.1975              80.1975      0.040231903
         1.5835   1.6055             1.5945   68   169   0.226667        0.563333         108.426              108.426      0.002519231
         1.6055   1.6275             1.6165   49   218   0.163333        0.726667         79.2085              79.2085      0.012408475
         1.6275   1.6495             1.6385   47   265   0.156667        0.883333         77.0095              77.0095       0.06755878
         1.6495   1.6715             1.6605   22   287   0.073333        0.956667          36.531               36.531      0.078971365
         1.6715   1.6935             1.6825    7   294   0.023333        0.980000         11.7775         0.573393333       0.046968559
         1.6935   1.7155             1.7045    4   298   0.013333        0.993333           6.818                1.418      0.043191923
         1.7155   1.7375             1.7265    2   300   0.006667               1           3.453              146.547      0.031708335
                                                                                          480.176           593.95417       0.551777747


                                                                    MEDIA A        1.6006
                                                                         DESV MEDIA                     1.979847244
                                                                                                    VARIANZA                0.001839259
                                                                                                                         DESV E.          0.042887


y
     0
     9                                                              tv              lsl             usl
     9                                                                        1.5            1.35                 1.65
     0                                                                          0              75
    17
    17
     0
    24
    24
     0
    51
    51
     0
    68
    68
     0
    49
    49
     0
    47
    47
     0
    22
    22
     0
     7
     7
     0
     4
     4
     0
Me=    li      +         A          (          N          -   FI-1 )
                                                                                   2                                               Q1=   N
                                                                                         FI                                              4

                                    Me=   1.5835 +               0.0220 (          300     -      101 )
                                                                                    2                                              Q1=   300
                                                                                         68                                                4


                                    Me=   1.5835 +               0.0220 (          150     -      101 )                            Q1=    75 =         1.5725
                                                                                         68

                                    Me=   1.5835 +               0.0220 (          49      )                                       Q3=       3(         N       )
                                                                                   68                                                                   4

                                                                                                                                   Q3=       3(          300 )
                                    Me=   1.5835 +               0.0220 (      0.7206 )                                                                    4

                                                                                                                                   Q3=       3(             75 )
                                    Me=   1.5835 +     0.015852941

                                                                                                                                   Q3=   225 =         1.6385
                                    Me=   1.5994




        1.496   10    1.496    20
        1.731   10    1.731    20
       1.5994    5    1.599    25
       1.5725   10   1.5725    20
       1.6385   10   1.5725    20
        1.496   15    1.731    15
       1.5725   10   1.6385    10
       1.5725   20   1.6385    20




1.45    1.5      1.55         1.6         1.65         1.7                  1.75




                                                                                                                   frecuencias acumuladas
                                                                               350


                                                                               300


                                                                               250


                                                                               200

                                                                                                                                                                    frecuencias acumuladas
                                                                               150


                                                                               100


                                                                                   50


                                                                                    0
                                                                                          1        2       3   4   5   6   7   8     9   10       11
frecuencia relativa
                                                                                                         1
                                                                                                         2
                                                                                                         3
                                                                                                         4
                                                                                                         5
                                                                                                         6
                                                                                                         7
                                                                                                         8




                    frecuencias relativas acumuladas
 1.200000


 1.000000


 0.800000


 0.600000                                                                                frecuencias relativas
                                                                                         acumuladas
 0.400000


 0.200000


 0.000000
            1   2    3       4       5          6   7   8       9       10   11




                                 frecuencias absolutas
80

70

60

50

40
                                                                                              frecuencias absolutas
30

20

10

0
      1     2   3        4       5          6       7       8       9        10   11




                                                                             HISTOGRAMA
                                 80


                                 70


                                 60


                                 50


                                 40


                                 30


                                 20


                                 10


                                     0
                                         1.45                   1.5                    1.55                   1.6     1.65   1.7   1.75
histogram

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histogram

  • 1. 1.629 1.496 1.576 1.612 1.638 1.622 1.587 1.559 1.587 1.588 1.620 1.611 1.566 1.581 1.662 1.679 1.586 1.525 1.630 1.597 1.537 1.622 1.639 1.551 1.610 1.601 1.528 1.544 1.622 1.613 1.576 1.671 1.630 1.631 1.641 1.545 1.558 1.615 1.605 1.558 1.602 1.572 1.569 1.617 1.636 1.619 1.602 1.641 1.590 1.624 1.699 1.590 1.651 1.587 1.637 1.636 1.567 1.629 1.548 1.594 1.606 1.512 1.582 1.584 1.674 1.585 1.654 1.622 1.595 1.637 1.575 1.580 1.617 1.592 1.645 1.639 1.578 1.534 1.581 1.580 1.621 1.569 1.583 1.615 1.605 1.636 1.568 1.620 1.656 1.560 1.585 1.599 1.581 1.646 1.671 1.571 1.612 1.498 1.604 1.603 1.658 1.602 1.598 1.592 1.640 1.557 1.652 1.644 1.619 1.607 1.645 1.713 1.591 1.587 1.629 1.578 1.587 1.624 1.619 1.598 1.605 1.539 1.570 1.558 1.558 1.572 1.577 1.617 1.543 1.611 1.612 1.618 1.568 1.568 1.675 1.566 1.724 1.568 1.614 1.530 1.615 1.629 1.611 1.581 1.547 1.649 1.514 1.593 1.591 1.595 1.655 1.557 1.606 1.644 1.554 1.568 1.648 1.608 1.559 1.602 1.628 1.612 1.553 1.572 1.586 1.534 1.600 1.631 1.576 1.593 1.680 1.599 1.574 1.599 1.669 1.590 1.500 1.527 1.648 1.629 1.580 1.632 1.553 1.572 1.584 1.587 1.566 1.574 1.631 1.525 1.669 1.604 1.603 1.606 1.510 1.583 1.620 1.547 1.543 1.519 1.580 1.580 1.668 1.633 1.555 1.616 1.594 1.659 1.695 1.591 1.731 1.604 1.587 1.499 1.683 1.597 1.624 1.598 1.578 1.621 1.630 1.649 1.666 1.595 1.608 1.612 1.629 1.599 1.680 1.565 1.548 1.599 1.584 1.588 1.578 1.614 1.646 1.583 1.523 1.629 1.639 1.585 1.593 1.645 1.609 1.663 1.650 1.590 1.590 1.604 1.590 1.629 1.562 1.635 1.614 1.523 1.656 1.640 1.616 1.565 1.605 1.578 1.528 1.601 1.658 1.681 1.573 1.641 1.634 1.570 1.599 1.663 1.619 1.650 1.580 1.643 1.510 1.573 1.600 1.520 1.580 1.708 1.624 1.651 1.523 1.596 1.615 1.553 1.587 1.641 1.531 1.665 1.637 1.576 1.600 1.510 1.533 1.623 1.543 1.611 dato inicial l.i. ajuste dato inicial dato inicial l.i. 3 2 1 media 1 2 3
  • 2. numero de datos 300 maximo 1.731 datos aparentes minimo 1.496 1.496 1.517 1.518 1.539 rango 0.235 1.540 1.561 1.562 1.583 intervalo 17 0.001 1.584 1.605 0.0005 ajuste de intervalo -6 1.606 1.627 numero f. de intervalo 11 1.628 1.649 1.650 1.671 1.672 1.693 tamaño del intervalo 0.021 1.694 1.715 ajuste del tamaño 0.001 1.716 1.737 tamaño f. de intervalo 0.022 bien bien bien bien dato inicial l.i. 1.496 ajuste dato inicial 0 dato inicial l.i. 1.496 x 1.5065 1.5065 1.5285 1.5285 1.5285 1.5505 1.5505 1.5505 1.5725 1.5725 1.5725 1.5945 1.5945 1.5945 1.6165 1.6165 3 1.7292 73 0 1.7292 1.6165 2 1.6864 73 0 1.6864 1.6385 1 1.6435 73 0 1.6435 1.6385 media 1.6006 73 0 1.6006 1.6385 1 1.5577 73 0 1.5577 1.6605 2 1.5148 73 0 1.5148 1.6605 3 1.4719 73 0 1.4719 1.6605 1.6825 1.6825 1.6825 1.7045 1.7045 1.7045 1.7265 1.7265
  • 3. datos reales marcas de clase fi fai fr frai media desv media varianza 1.4955 1.5175 1.5065 9 9 0.030000 0.030000 13.5585 0.84678 0.079670708 1.5175 1.5395 1.5285 17 26 0.056667 0.086667 25.9845 25.9845 0.088340288 1.5395 1.5615 1.5505 24 50 0.080000 0.166667 37.212 37.212 0.06020818 1.5615 1.5835 1.5725 51 101 0.170000 0.336667 80.1975 80.1975 0.040231903 1.5835 1.6055 1.5945 68 169 0.226667 0.563333 108.426 108.426 0.002519231 1.6055 1.6275 1.6165 49 218 0.163333 0.726667 79.2085 79.2085 0.012408475 1.6275 1.6495 1.6385 47 265 0.156667 0.883333 77.0095 77.0095 0.06755878 1.6495 1.6715 1.6605 22 287 0.073333 0.956667 36.531 36.531 0.078971365 1.6715 1.6935 1.6825 7 294 0.023333 0.980000 11.7775 0.573393333 0.046968559 1.6935 1.7155 1.7045 4 298 0.013333 0.993333 6.818 1.418 0.043191923 1.7155 1.7375 1.7265 2 300 0.006667 1 3.453 146.547 0.031708335 480.176 593.95417 0.551777747 MEDIA A 1.6006 DESV MEDIA 1.979847244 VARIANZA 0.001839259 DESV E. 0.042887 y 0 9 tv lsl usl 9 1.5 1.35 1.65 0 0 75 17 17 0 24 24 0 51 51 0 68 68 0 49 49 0 47 47 0 22 22 0 7 7 0 4 4 0
  • 4. Me= li + A ( N - FI-1 ) 2 Q1= N FI 4 Me= 1.5835 + 0.0220 ( 300 - 101 ) 2 Q1= 300 68 4 Me= 1.5835 + 0.0220 ( 150 - 101 ) Q1= 75 = 1.5725 68 Me= 1.5835 + 0.0220 ( 49 ) Q3= 3( N ) 68 4 Q3= 3( 300 ) Me= 1.5835 + 0.0220 ( 0.7206 ) 4 Q3= 3( 75 ) Me= 1.5835 + 0.015852941 Q3= 225 = 1.6385 Me= 1.5994 1.496 10 1.496 20 1.731 10 1.731 20 1.5994 5 1.599 25 1.5725 10 1.5725 20 1.6385 10 1.5725 20 1.496 15 1.731 15 1.5725 10 1.6385 10 1.5725 20 1.6385 20 1.45 1.5 1.55 1.6 1.65 1.7 1.75 frecuencias acumuladas 350 300 250 200 frecuencias acumuladas 150 100 50 0 1 2 3 4 5 6 7 8 9 10 11
  • 5. frecuencia relativa 1 2 3 4 5 6 7 8 frecuencias relativas acumuladas 1.200000 1.000000 0.800000 0.600000 frecuencias relativas acumuladas 0.400000 0.200000 0.000000 1 2 3 4 5 6 7 8 9 10 11 frecuencias absolutas 80 70 60 50 40 frecuencias absolutas 30 20 10 0 1 2 3 4 5 6 7 8 9 10 11 HISTOGRAMA 80 70 60 50 40 30 20 10 0 1.45 1.5 1.55 1.6 1.65 1.7 1.75