Page 117 - DCOM203_DMGT204_QUANTITATIVE_TECHNIQUES_I
P. 117

Quantitative Techniques – I




                    Notes          Demerits
                                   1.  It is not based on all the observations.
                                   2.  It is not capable of further mathematical treatment.
                                   3.  In certain cases mode is not rigidly defined and hence, the important requisite of a good
                                       measure of central tendency is not satisfied.
                                   4.  It is much affected by the fluctuations of sampling.
                                   5.  It is not easy to calculate unless the number of observations is sufficiently large and reveal
                                       a marked tendency of concentration around a particular value.
                                   6.  It is not suitable when different items of the data are of unequal importance.
                                   7.  It is an unstable average because, mode of a distribution, depends upon the choice  of
                                       width of class intervals.

                                   6.5.3 Relation between Mean, Median and Mode

                                   The relationship between the above measures of central tendency will be interpreted in terms of
                                   a continuous frequency curve.
                                   If  the  number of  observations  of  a  frequency  distribution are  increased  gradually,  then
                                   accordingly, we need to have more number of classes, for approximately the same range  of
                                   values of the variable,  and simultaneously,  the width of the  corresponding classes  would
                                   decrease. Consequently, the histogram of the frequency distribution will get transformed into
                                   a smooth frequency curve, as shown in Figure 6.2.
                                                              Figure  6.2: Frequency  Curve











                                   For a given distribution, the mean is the value of the variable which is the point of balance or
                                   centre of gravity of the distribution. The median is the value such that half of the observations
                                   are below it and remaining half are above it. In terms of the frequency curve, the total area under
                                   the curve is divided into two equal parts by the ordinate at median. Mode of a distribution is a
                                   value around which there is maximum concentration of observations and is given by the point
                                   at which peak of the curve occurs.
                                   For a symmetrical distribution, all the three measures of central tendency are equal i.e. = M  =
                                                                                                             d
                                   M , as shown in Figure 6.3.
                                    o
                                                          Figure  6.3:  Symmetrical  Distribution















          112                               LOVELY PROFESSIONAL UNIVERSITY
   112   113   114   115   116   117   118   119   120   121   122