In: Statistics and Probability
Let x be a random variable that represents the
percentage of successful free throws a professional basketball
player makes in a season. Let y be a random variable that
represents the percentage of successful field goals a professional
basketball player makes in a season. A random sample of n
= 6 professional basketball players gave the following
information.
x | 73 | 74 | 80 | 66 | 77 | 77 |
y | 50 | 52 | 45 | 46 | 52 | 53 |
Verify that Se ≈ 3.694, a ≈ 38.254, b ≈ 0.153, and , ∑x =447, ∑y =298, ∑x2 =33,419, and ∑y2 =14,858, and use a 5% level of significance to find the P-value for the test that claims that β is greater than zero.
Group of answer choices
Since the P-value is less than α = 0.05, we reject the null hypothesis that the population slope β is equal to zero in favor of the alternate hypothesis that the population slope βis greater than zero.
Since the P-value is greater than α = 0.05, we reject the null hypothesis that the population slope β is equal to zero in favor of the alternate hypothesis that the population slope βis greater than zero.
Since the P-value is greater than α = 0.05, we fail to reject the null hypothesis that the population slope β is equal to zero in favor of the alternate hypothesis that the population slope β is greater than zero.
Since the P-value is equal to α = 0.05, we reject the null hypothesis that the population slope β is equal to zero in favor of the alternate hypothesis that the population slope βis greater than zero.
Since the P-value is equal to α = 0.05, we fail to reject the null hypothesis that the population slope β is equal to zero in favor of the alternate hypothesis that the population slope βis greater than zero.
null hypothesis: Ho: β1 | = | 0 | |
Alternate Hypothesis: Ha: β1 | > | 0 | |
0.05 level,right tail test and n-2= df, critical t= | 2.132 | ||
Decision rule: reject Ho if test statistic t>2.132 | |||
estimated std error of slope =se(β1) =s/√Sxx= | 0.3408 | ||
test stat t = | (bo-β1)/se(β1)= | = | 0.4496 |
p value: | = | 0.3382 |
since p value is rgeater than 0.05:
Since the P-value is greater than α = 0.05, we fail to reject the null hypothesis that the population slope β is equal to zero in favor of the alternate hypothesis that the population slope β is greater than zero.