In: Statistics and Probability
estimate the median and mode, is the this distribution symmetrical or skewed?
Frequency Distribution:
1.5 to 4.5 3
4.5 to 7.5 5
7.5 to 10.5 9
10.5 to 13.5 5
13.5 to 16.5 3
To find Median Class
= value of (n/2)th observation
= value of (25/2)th observation
= value of 12th observation
From the column of cumulative frequency cf, we find that the 12th
observation lies in the class
7.5-10.5.
∴ The median class is 7.5-10.5.
Now,
∴L=lower boundary point of median class =7.5
∴n=Total frequency =25
∴cf=Cumulative frequency of the class preceding the median class
=8
∴f=Frequency of the median class =9
∴c=class length of median class =3
Median M= L+((n/2-cf)/f) * c
=7.5+((12-8)/9)*3
=9.
To find Mode Class
Here, the maximum frequency is 9.
∴ The mode class is 7.5-10.5.
∴L=lower boundary point of mode class =7.5
∴f1= frequency of the mode class =9
∴f0= frequency of the preceding class =5
∴f2= frequency of the succeeding class =5
∴c= class length of mode class =3
Z=L+((f1-f0)/(2*f1-f0-f2))*c
=7.5+((9-5)/(2*9-5-5))*3
=9
Mean =∑f*x/∑f
=225/25
=9
Here, Median = Mode = Mean
Therefore, We conclude that distribution is symmetric.
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