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
men 320 156 39
female 336 142 37
compute test statistic and critical value
What is the conclusion based on the hypothesis test?
▼
Upper H 0
.
There
▼
is
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 women
▼
appear
do not appear
to agree.
Ho: sex of the respondent is independent of the choice for the cause of global warming
Ha: sex of the respondent is not independent of the choice for the cause of global warming
Chi-Square Test of independence | |||||||
Observed Frequencies | |||||||
natural | patterns | don’t know | Total | ||||
men | 320 | 156 | 39 | 515 | |||
female | 336 | 142 | 37 | 515 | |||
Total | 656 | 298 | 76 | 1030 | |||
Expected frequency of a cell = sum of row*sum of column / total sum | |||||||
Expected Frequencies | |||||||
natural | patterns | don’t know | Total | ||||
men | 656*515/1030=328 | 298*515/1030=149 | 76*515/1030=38 | 515 | |||
female | 656*515/1030=328 | 298*515/1030=149 | 76*515/1030=38 | 515 | |||
Total | 656 | 298 | 76 | 1030 | |||
(fo-fe)^2/fe | natural | patterns | don’t know | total | |||
men | 0.195 | 0.329 | 0.026 | 0.5503 | |||
female | 0.195 | 0.329 | 0.026 | 0.550 |
Chi-Square Test Statistic,χ² = Σ(fo-fe)^2/fe =
1.1006
Level of Significance = 0.05
Number of Rows = 2
Number of Columns = 3
Degrees of Freedom=(#row - 1)(#column -1) = (2- 1 ) * ( 3- 1 )
= 2
p-Value = 0.5768 [Excel function:
=CHISQ.DIST.RT(χ²,df) ]
Decision: p value > α , do not 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 women
do not appear
to agree.