In: Statistics and Probability
To test the effects of a new fertilizer on corn plants, we grew 20 plants with fertilizer and 20 plants without fertilizer. a. What can you conclude about the effects of this fertilize. Our results are as follows
mean height (cm) | sample standard deviation | |
fertilized plants | 70 | 6 |
non fertilized plants | 74 | 10 |
Write an appropriate conclusion with a statistic and probability.
Ho : µ1 - µ2 = 0
Ha : µ1-µ2 ╪ 0
Level of Significance , α =
0.05
Sample #1 ----> 1
mean of sample 1, x̅1= 70.00
standard deviation of sample 1, s1 =
6
size of sample 1, n1= 20
Sample #2 ----> 2
mean of sample 2, x̅2= 74.000
standard deviation of sample 2, s2 =
10.00
size of sample 2, n2= 20
difference in sample means = x̅1-x̅2 =
70.000 - 74.0000 =
-4.0000
std error , SE = √(s1²/n1+s2²/n2) =
2.6077
t-statistic = ((x̅1-x̅2)-µd)/SE = ( -4.0000
/ 2.6077 ) = -1.5339
p-value = 0.13519
(excel function: =T.DIST.2T(t stat,df) )
Conclusion: p-value>α , Do not reject null
hypothesis
There is not enough evidence of significant
difference...*