In: Statistics and Probability
An instructor wishes to see if the way people obtain information is independent of their educational background. A survey of 400 high school and college graduates yielded this information. At a=5%, test the claim that the way people obtain information is independent of their educational background.
Table:
Television | newspaper | other sources | |
high school | 159 | 90 | 51 |
college | 27 | 42 | 31 |
College 27 42 31
Ho:people obtain information is independent of their educational background.
Ha:people obtain information is dependent of their educational background.
alpha=0.05
calculation of test statistic :
Expected frequency=row total*column total/Grand total
O=pbserved frequency
Television | newspaper | other sources | row total | ||||
high school | 159 | 90 | 51 | 300 | |||
college | 27 | 42 | 31 | 100 | |||
column total | 186 | 132 | 82 | 400 | -->Grand total | ||
0 | E | 0-E | (O-E)^2 | (O-E)^2/E | |||
159 | 139.5 | 19.5 | 380.25 | 2.725806 | |||
90 | 99 | -9 | 81 | 0.818182 | |||
51 | 61.5 | -10.5 | 110.25 | 1.792683 | |||
27 | 46.5 | -19.5 | 380.25 | 8.177419 | |||
42 | 33 | 9 | 81 | 2.454545 | |||
31 | 20.5 | 10.5 | 110.25 | 5.378049 | |||
CHI SQ STAT' | 21.34668 | ||||||
degrees of freedom=(no of row-1)(no of columns-1)
=(2-1)(3-1)
=2
p avlue ine xcel i
=CHISQ.DIST.RT(21.34668;2)
=
2.31541E-05 |
p=0.000023154
p<0.05
Reject Ho.
Accept Ha.
Conclusion:
there is no sufficient evidence at 5%, to support the the claim that the way people obtain information is independent of their educational background.