In: Statistics and Probability
Employees from Company A and Company B both receive annual bonuses. Test the claim that the difference in annual bonuses is greater than $100 at the 0.05 level of significance? WHAT WOULD THE HYPOTHESES BE FOR THE TEST!!
Answer:
Given,
Null hypothesis is given as follows
Ho : u1 - u2 <= 100
Alternative hypothesis
Ha : u1 - u2 > 100
where as
u1 = Average reward for organization A
u2 = normal reward for organization B
Now let us consider,
Test statistic = ((x1 - x2) - 100) / standard error
where
Standard error = sqrt{(s1^2/n1) + (s2^2/n2)}
while
X1 = mean of the example from the organization A
X2 = mean of the example from the organization B
S1 = sample standard deviation for test 1 (organization A)
S2 = sample standard deviation for test 2 (organisation B)
N1 = Sample size for test 1
N2 = Sample size for test 2
We get the test statistic after the substitution
Presently we have to look in to t table for degrees of opportunity (littler of n1-1, n2-1) and determined test measurements for the p-esteem(value)
In the event that p - esteem is more prominent than 0.05,
At that point , we neglect to dismiss the invalid speculation
For this situation we would not have enough proof to help the case that u1 - u2 > 100
What's more, if p-esteem is under 0.05
We dismiss the null hypothesis
For this situation, we would have enough proof to support the claim
i.e., u1 - u2 > 100