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bdkbZ—8% fo"kerk ,oa i`Fkq'kh"kZRo % dkyZ fi;lZu] ckmys] oSQyh dh fof/;k¡




                                                                                                      uksV








                       X=M=Z                     X>M>Z                    Z >M>  X
                    Q –M=M–Q    1             Q –M>M–Q    1             M–Q >Q –M
                                                3
                                                                            1
                                                                                3
                     3
                    a
                                              b
                                                                       c
                   () fo"kerk dk vHkko        () /ukRed fo"kerk        () Í.kkRed fo"kerk
                                               fp=k % 8-1
                    (b) Í.kkRed fo"kerk (Negative Skewness)μ;fn oØ nkfguh vksj osQ ctk; ck;ha vksj vf/d
                      >qdk gqvk gks rks fo"kerk Í.kkRed gksrh gS (nsf[k, fp=k&C)A ,sls caVu esa lekUrj ekè; dk
                      ewY; eè;dk ls de vkSj eè;dk dk ewY; cgqyd ls de gksrk gSA blh izdkj] eè;dk o r`rh;
                      prqFkZd dk vUrj (Q  – M) eè;dk vkSj izFke prqFkZd osQ vUrj (M – Q ) ls de gksrk gSA
                                      3
                                                                             1
                      lefer rFkk vlefer caVu dks uhps rhu mnkgj.k ysdj lkj.kh }kjk Hkh Li"V fd;k x;k gSA
                                 fo"kerk osQ fofHkUu Lo:iμrqyukRed vè;;u
                vkdkj           caVu A                caVu B               caVu C
                (Size)       f          fX         f        fX          f           fX

                 10          7          70         2        20          2           20
                 11          8          88         12       132         4           44
                 12          9          108        10       120         5           60
                 13          10         130        7        91          6           78
                 14          9          126        6        84          10          140
                 15          8          120        5        75          12          180
                 16          7          112        2        32          7           112

                 ;ksx      N = 58    ΣfX = 754   N = 44  ΣfX = 554    N = 46     ΣfX = 634
              ekè;&ewY;      X  = 13, M = 13,     X  = 12.6, M = 12,   X  = 13.8, M = 14,
                                Z = 13                 Z = 10               Z = 15

             ekè;ksa dk Øe     X  = M = Z            X  > M > Z           X  < M < Z
             foHkktu ewY;  (Q  – M) = (M – Q )   (Q  – M) > (M – Q )  (Q  – M) < (M – Q )
                                                   3
                                                                1
                                                                        3
                                                                                     1
                                          1
                             3
               fo"kerk       fo"kerk dk vHkko      /ukRed fo"kerk       Í.kkRed fo"kerk
                 oØ        ?k.Vkdkj ;k izklkekU;   nkfguh vksj >qdko    ck;ha vksj >qdko
            fo"kerk dh tk¡p (Test of Skewness)μfdlh caVu ;k leadekyk eas fo"kerk dh tk¡p fuEu vk/kj ij dh
            tkrh gSμ
             (1)  ekè;ksa dk lEcU/μ;fn caVu esa lekUrj ekè;] eè;dk rFkk cgqyd osQ ewY; cjkcj ugha gSa rks mleas
                  fo"kerk gksrh gSA fo"ke caVu esa ekè; vkSj cgqyd dkiQh nwjh ij gksrs gSa vkSj eè;dk izk;% muosQ chp
                  fLFkr gksrk gSA ekè; vkSj cgqyd esa ftruk vf/d vUrj gksrk gS fo"kerk dh ek=kk mruh gh vf/d
                  gksxhA




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