For the given set of data
a) The linear regression analysis is done by using calculation as
Calculation Summary
Sum of X = 19
Sum of Y = 24
Mean X = 3.8
Mean Y = 4.8
Sum of squares (SSX) = 8.8
Sum of products (SP) = -8.2
Regression Equation = ŷ = bX + a
b = SP/SSX = -8.2/8.8 = -0.93182
a = MY - bMX = 4.8 - (-0.93*3.8) = 8.34091
ŷ = -0.93182X + 8.34091
b) According to equation when equation for linear regression line is
ŷ = -0.93182X + 8.34091 hence at X= 5
Y =3.68
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