In: Statistics and Probability
A survey was given with 125 respondents about raising minimum wage. Results are shown in a two way table below.
for raising | against raising | no opinion | total | |
age 21-40 | 35 | 20 | 5 | 60 |
age 41-50 | 30 | 35 | 20 | 85 |
total | 45 | 55 | 35 | 145 |
i) What is the probavility the respondent is of age 21-40, and has no opion?
ii) Given that a respondent is of age 21-40, what is the probability the respondent is against raising the minimum wage?
iv) Are the events 'For raising minimum wage' and 'aged 21-40' independent? Support your answer with a calculation
i)
Probability the respondent is of age 21-40, and has no opinion = Number of respondent of age 21-40, and has no opinion / Grand Total
= 5 / 145
= 0.03448276
ii)
Given that a respondent is of age 21-40, the probability the respondent is against raising the minimum wage
= Number of the respondent of age 21-40 and against raising the minimum wage / Number of the respondent of age 21-40
= 20 / 60
= 0.3333333
iii)
P(For raising minimum wage and 'aged 21-40' independent) = Number of the respondent of age 21-40 and for raising the minimum wage / Grand Total = 35 / 145 = 0.2413793
P(For raising minimum wage) = Number of the respondent for raising the minimum wage / Grand Total
= 45 / 145 = 0.3103448
P(aged 21-40' independent) = Number of the respondent of age 21-40 / Grand Total
= 60 / 145 = 0.4137931
P(For raising minimum wage) * P(aged 21-40' independent) = 0.3103448 * 0.4137931 = 0.1284185
Since, P(For raising minimum wage and 'aged 21-40' independent) P(For raising minimum wage) * P(aged 21-40' independent)
the events 'For raising minimum wage' and 'aged 21-40' are not independent.