In: Statistics and Probability
A poll was conducted to investigate opinions about global warming. The respondents who answered yes when asked if there is solid evidence that the earth is getting warmer were then asked to select a cause of global warming. The results are given in the accompanying data table. Use a 0.05 significance level to test the claim that the sex of the respondent is independent of the choice for the cause of global warming. Do men and women appear to agree, or is there a substantial difference?
Human activity Natural patterns Don't know
Male 309 143 59
Female 298 161 60
identify the null and alternative hypotheses
Ho(1) and (2) are (3)
H1: (4) and (5) are (6)
compute the test statistic
find the critical value
what is the conclusion based on the hypothesis test ?
(7) ____________ Ho. There (8) sufficient evidence to warrant rejection of the claim that the sex of the respondent is independent of the choice for the cause of global warming. Men and Woman (9) ______ to agree
Ho: Sex of the respondent and the choice for the cause of global warming are independent.
H1: Sex of the respondent and the choice for the cause of global warming are dependent.
Observed frequency (O) | ||||
Human activity | Natural patterns | Don't know | Total | |
Male | 309 | 143 | 59 | 511 |
Female | 298 | 161 | 60 | 519 |
Total | 607 | 304 | 119 | 1030 |
Expected frequency (E) | ||||
Human activity | Natural patterns | Don't know | ||
Male | 301.14 | 150.82 | 59.04 | |
Female | 305.86 | 153.18 | 59.96 | |
(O-E)^2/E | ||||
Human activity | Natural patterns | Don't know | ||
Male | 0.21 | 0.41 | 0.00 | |
Female | 0.20 | 0.40 | 0.00 |
The P-value for Chi-square=1.21 with (2-1)(3-1)=2 degree of freedom is 0.5401.
The Critical value of Chi-square=5.99. (alpha=0.05, df=2)
Fail to reject Ho. There is not sufficient evidence to warrant rejection of the claim that the sex of the respondent is independent of the choice for the cause of global warming. Men and Woman appear to agree.