In: Statistics and Probability
(1 point) An agricultural field trial compares the yield of two varieties of corn. The researchers divide in half each of 10 fields of land in different locations and plant each corn variety in one half of each plot. After harvest, the yields are compared in bushels per acre at each location. The 10 differences (Variety A - Variety B) give x¯=3.35 and s=6.99. Does this sample provide evidence that Variety A had a higher yield than Variety B?
(a) State the null and alternative hypotheses: (Type "mu" for
the symbol μμ , e.g. mu >> 1 for the mean is
greater than 1, mu << 1 for the mean is less
than 1, mu not = 1 for the mean is not equal to
1)( Hint: Use the only equal sign in the null
hypothesis)
H0 :
HA:
(b) Find the value of the test statistic. (Use at least two decimal places):
(c) Does this sample provide evidence that Variety A had a
higher yield than Variety B? (Use a 5% level of significance)
(Type: Yes or No)
a)
Ho : µd= 0
Ha : µd > 0
b)
mean of difference , D̅ =
3.350
std dev of difference , Sd = 6.99
std error , SE = Sd / √n = 6.99/√10
= 2.2104
t-statistic = (D̅ - µd)/SE = ( 3.35
- 0 ) / 2.2104
= 1.516
c)
Degree of freedom, DF= n - 1 =
9
p-value = 0.081970
[excel function: =t.dist.rt(t-stat,df) ]
Conclusion: p-value>α , Do not reject null
hypothesis
so, answer is NO