Question

In: Statistics and Probability

A poll was conducted to investigate opinions about global warming. The respondents who answered yes when...

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.

Solutions

Expert Solution

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.


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