Which option correctly identifies if the researcher’s approach was the best choice in the following scenario and explains why? A researcher with access to the following data table analyzed the affect that the nominal variable (age) had on the number of yes votes, representing that analysis visually using a contingency table.

Respondents % Yes Votes % No Votes Total Responses
Age 13 – 20 27% 73% 100%
Age 21 – 35 51% 49% 100%
Age 36 + 66% 34% 100%
No, because a t-test bar graph is the best way to represent the relationship between the age group and the number of yes responses.
No, because a linear regression is the best way to represent the relationship between the age group and the number of yes responses.
Yes, a contingency table is the best way to represent the relationship between the age group and the number of yes responses.
No, because there is no statistically valid relationship between the age group and the number of yes responses.

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