In: Statistics and Probability
If you estimate the beta OLS for stock i is 1.5, the standard error is 0.3. To test the two null hypothesis:β=3.5,β=-1,can you reject these two null hypotheses at 10% significance level with the tcritical = 2.96?
| A. |
β=3.5 cannot be rejected,β=-1 can be rejected |
|
| B. |
β=3.5 can be rejected,β=-1 cannot be rejected |
|
| C. |
β=3.5 can be rejected,β=-1 can be rejected |
|
| D. |
β=3.5 cannot be rejected,β=-1 cannot be rejected |
Solution:-
Given that
If you estimate the beta OLS for stock i is 1.5, the standard
error is 0.3. To test the two null hypothesis:
= 3.5,
= -1
can you reject these two null hypotheses at 10% significance level with the tcritical = 2.96?
(1) 
(2) 
(1)
test statistic under
is

Given
, 



|t| = 6.667
at 10% level of significance
we can reject the Null hypothesis
at 10% level of significance.
(2)
Test statistic under




t = 8.333

at 10% level of significance.
we can reject Null hypothesis
Ans:
Since for both null hypothesis calculated values of y-statistics are greater than t critical value at 10% level of significance. Therefore
can be rejected &
can be rejected.
Hence Option (C) is correct.
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