In: Statistics and Probability
Use Problem #5 to test the hypothesis that there is no correlation between advertising and sales. In rejecting this hypothesis, you wish to be 80% confident. Hints: Tcalc and Tcrit
From #5: r= -0.8490, n=5
Step 1: writing Hypothesis
Claim : There is no correlation between advertising and sales.
Hypothesis :
H0: There is no correlation between advertising and sales.
H1: There is correlation between advertising and sales
In notation : Vs
Test statistics :
where and r = -0.8490, n = 5
plug values in formula and find value of t .
tcal = -2.786
Critical values :
Here given confidence level = 80%=0.80.
To fond critical value we need two values confidence level =0.80 and degrees of freedom = n-2=3.
Here test is two tailed test so we get two critical values, also two critical regions .
Lets use t distribution table.
Also we have two critical region .
Decision :
So here tcal values falles in critical region( rejection region) since reject H0 .
Conclusion: Here reject H,so we conclude that there is correlation between Advertising and sales .