In: Statistics and Probability
Find the requested values for the following data
set: 214 231 225 227 221 223 227 228 215 233 226 224 220
225 227 219
Round each of these to 2 decimal places. Remember to show any work
you may want to submit for any calculations via email for possible
partial credit.
Sample Mean:
Sample Standard Deviation:
Median:
InterQuartile Range:
Solution:
x | x2 |
214 | 45796 |
231 | 53361 |
225 | 50625 |
227 | 51529 |
221 | 48841 |
223 | 49729 |
227 | 51529 |
228 | 51984 |
215 | 46225 |
233 | 54289 |
226 | 51076 |
224 | 50176 |
220 | 48400 |
225 | 50625 |
227 | 51529 |
219 | 47961 |
∑x=3585 | ∑x2=803675 |
Mean ˉx=∑xn
=214+231+225+227+221+223+227+228+215+233+226+224+220+225+227+219/16
=3585/16
=224.0625
Sample Standard deviation S=√∑x2-(∑x)2nn-1
=√803675-(3585)216/15
=√803675-803264.0625/15
=√410.9375/15
=√27.3958
=5.2341
Median :
Observations in the ascending order are :
214,215,219,220,221,223,224,225,225,226,227,227,227,228,231,233
Here, n=16 is even.
M=Value of(n2)thobservation+Value of(n2+1)thobservation2
=Value of(162)thobservation+Value of(162+1)thobservation2
=Value of8thobservation+Value of9thobservation2
=225+2252
=225
Arranging Observations in the ascending order, We get :
214,215,219,220,221,223,224,225,225,226,227,227,227,228,231,233
Here, n=16
Q1=(n+14)th value of the observation
=(174)th value of the observation
=(4.25)th value of the observation
=4th observation +0.25[5th-4th]
=220+0.25[221-220]
=220+0.25(1)
=220+0.25
=220.25
Q3=(3(n+1)4)th value of the observation
=(3⋅174)th value of the observation
=(12.75)th value of the observation
=12th observation +0.75[13th-12th]
=227+0.75[227-227]
=227+0.75(0)
=227+0
=227
InterQuartile Range = Third Quartile - First Quartile
= 227 - 220.25
= 6.75
InterQuartile Range = 6.75