In: Statistics and Probability
1) The table shows the amounts of crude oil (in thousands of barrels per day) produced by a certain country and the amounts of crude oil (in thousands of barrels per day) imported by the same country for seven years. The equation of the regression line is
y = -1.339x+17,009.89.
Complete parts (a) and (b) below.
Produced, x Imported, y
5,831 9,336
5,674 9,191
5,575 9,676
5,408 10,008
5,236 10,108
5,174 10,178
5,037 10,053
(a) Find the coefficient of determination and interpret the result.
r2=
- How can the coefficient of determination be interpreted?
(b) Find the standard error of estimate and interpret the result.
s=
- How can the standard error of estimate be interpreted?
(a) Find the coefficient of determination :
Coefficient of determination is show that the ralation between dependent variable and other independent variable ,
coefficient of determination =r2=0.7982
Interpretion :
About 79.82 % of the variation in the amounts of crude oil imported by the same country for seven years can be explained by the number the amounts of crude oil produced by a certain country .
Excel Calculation :
(b) The standard error of estimate and interpret the result.
s=s/sqrt(5)
s=195.41
The standard error of estimate of the 195.41 is the amount f crude oil produced by a certain country
Regrssion Anlysis :