Question

In: Statistics and Probability

salary(in lakh per annum) no of employees in no of employees in less than organization 1...

salary(in lakh per annum) no of employees in no of employees in
less than organization 1 organization 2
5 655 950
10 872 1657
15 1033 2108
20 1144 2488
25 1189 2645
30 1204 2769
35 1212 2825
40 1217 2858
45 1220 2870
50 1222 2877
55 1224 2882
60 1225 2885
65 2888
70 2890

from the above data please find the mean,variance,standrad deviation and coefficient of variation

and also conclude that Which organisation has more equitable distribution of compensations?

Solutions

Expert Solution

1) organization 1

X Fi Xi*Fi Xi^2*Fi (Xi-Xbar)^2*Fi
5 655 3275 16375 573615.4776
10 872 8720 87200 527401.5444
15 1033 15495 232425 396556.0446
20 1144 22880 457600 243623.0517
25 1189 29725 743125 109419.7191
30 1204 36120 1083600 25399.75409
35 1212 42420 1484700 200.7137226
40 1217 48680 1947200 35579.07957
45 1220 54900 2470500 132131.531
50 1222 61100 3055000 290071.0252
55 1224 67320 3702600 509726.7973
60 1225 73500 4410000 790753.3343
sum 13417 464135 19690325 3634478.073

mean = sum(Xi*Fi)/sum(Fi)
464135/13417= 34.5931

var= sum{(Xi-Xbar)^2*Fi}/(n-1)
3634478.0726/(13417-1) = 270.9062368

sd= sqrt(var)
16.46

CV = sd/mean*100%
16.4592/34.5931*100%
0.4758

2) organization 2

X Fi Xi*Fi Xi^2*Fi (Xi-Xbar)^2*Fi
5 950 4750 23750 1232061.991
10 1657 16570 165700 1593671.711
15 2108 31620 474300 1426389.496
20 2488 49760 995200 1098525.045
25 2645 66125 1653125 678186.8839
30 2769 83070 2492100 335817.0064
35 2825 98875 3460625 102127.5885
40 2858 114320 4572800 2930.475336
45 2870 129150 5811750 45631.15964
50 2877 143850 7192500 232384.9532
55 2882 158510 8718050 563855.6879
60 2885 173100 10386000 1040104.12
65 2888 187720 12201800 1661741.796
70 2890 202300 14161000 2428378.447
sum 35592 1459720 72308700 12441806.36

mean = sum(Xi*Fi)/sum(Fi)
1459720/35592= 41.0126

var= sum{(Xi-Xbar)^2*Fi}/(n-1)
12441806.361/(35592-1) = 349.577319

sd= sqrt(var)
18.70

CV = sd/mean*100%
18.697/41.0126*100%
0.4559

mean of organization 2 is more reliable as it has less value of Coefficient of variation. hence Organization 2 more equitable distribution of compensations


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