In: Statistics and Probability
Media periodically discuss the issue of heights of winning presidential candidates and heights of their main opponents. The accompanying table lists the heights (cm) from several recent presidential elections. Construct a scatterplot, find the value of the linear correlation coefficient r, and find the P-value of r. Determine whether there is sufficient evidence to support a claim of linear correlation between the two variables. Should we expect that there would be a correlation? Use a significance level of alphaequals0.01
PRESIDENT: 180 177 194 170 181 178 195 178 172 187 190 187 178 194
OPPONENT: 180 176 184 171 178 184 176 183 180 181 168 182 189 175
1. The linear correlation coefficient r is __________. (Round to three decimal places as needed.)
2. Determine the null and alternative hypotheses. (Type integers or decimals. Do not round.)
H 0: p ______ _______
H1: p ______ _______
3. The P-value is ________. (Round to three decimal places as needed.)
4. Because the P-value of the linear correlation coefficient is ▼ less than or equal to, greater than the significance level, there ▼ is, is not sufficient evidence to support the claim that there is a linear correlation between the heights of winning presidential candiates and the heights of their opponents.
5. Should we expect that there would be a correlation?
A. No, because presidential candidates are nominated for reasons other than height.
B. No, because height is the main reason presidential candidates are nominated.
C. Yes, because presidential candidates are nominated for reasons other than height.
D. Yes, because height is the main reason presidential candidates are nominated. Click to select your answer(s) and then click Check Answer.
1) The linear correlation coefficient r is -0.113
2)
null hypothesis: | ρ | = | 0 | |
Alternate Hypothesis: | ρ | ≠ | 0 |
3)
The P-value is 0.701 (try 0.702 if this comes wrong)
4)
Because the P-value of the linear correlation coefficient is greater than the significance level, there is not sufficient evidence to support the claim that there is a linear correlation between the heights of winning presidential candiates and the heights of their opponents
5)
A. No, because presidential candidates are nominated for reasons other than height.