Manipal Engineering Manipal Engineering Solved Paper-2010

  • question_answer
    If\[{{\bar{x}}_{1}}\]and\[{{\bar{x}}_{2}}\]are the means of two distributions such that\[{{\bar{x}}_{1}}<{{\bar{x}}_{2}}\]and\[\bar{x}\]is the mean of the combined distribution, then

    A) \[\bar{x}<{{\bar{x}}_{1}}\]                         

    B) \[\bar{x}>{{\bar{x}}_{2}}\]

    C) \[\bar{x}=\frac{{{{\bar{x}}}_{1}}+{{{\bar{x}}}_{2}}}{2}\]

    D)        \[{{\bar{x}}_{1}}<\bar{x}<{{\bar{x}}_{2}}\]

    Correct Answer: D

    Solution :

    Let\[{{n}_{1}}\]and\[{{n}_{2}}\]be the number of observations in two groups having means\[{{\bar{X}}_{1}}\]and\[{{\bar{X}}_{2}}\]respectively. Then      \[\bar{X}=\frac{{{n}_{1}}{{{\bar{X}}}_{1}}+{{n}_{2}}{{{\bar{X}}}_{2}}}{{{n}_{1}}+{{n}_{2}}}-{{\bar{X}}_{2}}\] Now,     \[\bar{X}-{{\bar{X}}_{1}}=\frac{{{n}_{1}}{{{\bar{X}}}_{1}}+{{n}_{2}}{{{\bar{X}}}_{2}}}{{{n}_{1}}+{{n}_{2}}}-{{\bar{X}}_{1}}\]                 \[=\frac{{{n}_{2}}({{{\bar{X}}}_{2}}-{{{\bar{X}}}_{1}})}{{{n}_{1}}+{{n}_{2}}}>0\]                  \[[\because \,\,{{\bar{X}}_{2}}>{{\bar{X}}_{1}}]\] \[\Rightarrow \]               \[\bar{X}>{{\bar{X}}_{1}}\]                                                          ? (i) And        \[\bar{X}-{{\bar{X}}_{2}}=\frac{n({{{\bar{X}}}_{1}}-{{{\bar{X}}}_{2}})}{{{n}_{1}}+{{n}_{2}}}<0\]   \[[\because \,\,{{\overline{X}}_{2}}>{{\overline{X}}_{1}}]\] \[\Rightarrow \]               \[\bar{X}<{{\bar{X}}_{2}}\]                                          ... (ii) From Eqs. (i) and (ii),\[{{\bar{X}}_{1}}<\bar{X}<{{\bar{X}}_{2}}\]


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