In: Statistics and Probability
For the data set shown below, complete parts (a) through (d) below. X 3 4 5 7 8 Y 4 7 6 12 15 (a) Find the estimates of Bo and B1. Bo=bo= _____ (Round to three decimal places as needed.) B1=b1= ______(Round to four decimal places as needed.) (b) Compute the standard error the point estimate for se= ____ (c) Assuming the residuals are normally distributed, determine Sb1=____ (Round to four decimal places as needed.)
(d) Assuming the residuals are normally distributed, test HoB1=0
versus H1:B1/=0 at the a=0.05 level of significance. Use the
P-value approach.
The P-value for this test is _____.
(Round to three decimal places as needed.)
Make a statement regarding the null hypothesis and draw a
conclusion for this test. Choose the correct answer below.
A. Reject Ho. There is sufficient evidence at the a= 0.05 level of significance to conclude that a linear relation exists between x and y.
B. Reject Ho. There is not sufficient evidence at the a= 0.05 level of significance to conclude that a linear relation exists between x and y.
C. Do not reject Ho. There is not sufficient evidence at the a= 0.05 level of significance to conclude that a linear relation exists between x and y.
D. Do not reject Ho. There is sufficient evidence at the a= 0.05 level of significance to conclude that a linear relation exists between x and y.
a)
bo = -2.930
b1 =2.209
b)
SSE =Syy-(Sxy)2/Sxx= | 6.0465 |
error Variance | s2 =SSE/(n-2)= | 2.0155 |
std error σ = | =se =√s2= | 1.4197 |
c)
estimated std error of slope =se(β1) =s/√Sxx= | 0.3423 |
d)
p value: | = | 0.008 |
A. Reject Ho. There is sufficient evidence at the a= 0.05 level of significance to conclude that a linear relation exists between x and y.
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