2. Hypothesis Testing in a Simple Linear Regression Context (20 points) with a s
ID: 1104448 • Letter: 2
Question
2. Hypothesis Testing in a Simple Linear Regression Context (20 points) with a sample of 62 individuals with similar education but different A r of training hypothesizes that hourly earnings, EARNINGS, may be related to hours of training, TRAINING, according to the relationship EARNINGS,+A.TRAINING,+E She is prepared to test the hypothesis Ho : A = 0 against the alternative Ha·A+ 0 at both the five-percent and one-percent levels of significance. What should she report i if A 0.30,s.e.(A)-0.12? ii) ifA=0.55,se()-0.12? iii) if A=0.10,se()-0.12? 1VExplanation / Answer
t-critical = 2.00 for the level of significance of 5% and degrees of freedom =60.
If t calculated>t-critical =2.00. Then we reject the null hypothesis.
i) t- calculated = 0.30/0.12 = 2.5, Since t-calculated >2, therefore we reject the null.
ii) t-calculated = 0.55/0.12 = 4.58, Since t-calculated >2, therefore we reject the null.
iii) t-calculated = 0.10/0.12 = 0.83, Since t-calculated <2, therefore we do not reject the null.
iv) t-calculated = 0.27/0.12 = 2.25, Since t-calculated >2, therefore we reject the null.
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