A researcher interested in explaining the level of foreign reserves for the country of Barbados estimated the following multiple regression model using yearly data spanning the period 2001 to 2016: ??=?+????+????+???? Where FR = yearly foreign reserves ($000’s), OIL = annual oil prices, EXP = yearly total exports ($000’s) and FDI = annual foreign direct investment ($000’s). The sample of data was processed using MINITAB and the following is an extract of the output obtained: Predictor Coef StDev t-ratio p-value Constant 5491.38 2508.81 2.1888 0.0491 OIL 85.39 18.46 4.626 0.0006 EXP -377.08 112.19 * 0.0057 FDI -396.99 160.66 -2.471 ** S = 2.45 R-sq = 96.3% R-sq(adj) = 95.3% Analysis of Variance Source DF SS MS F p Regression 3 1991.31 663.77 ? ?? Error 12 77.4 6.45 Total 15 What is dependent and independent variables? Fully write out the regression equation
A researcher interested in explaining the level of foreign reserves for the country of Barbados estimated the following multiple regression model using yearly data spanning the period 2001 to 2016:
??=?+????+????+????
Where FR = yearly foreign reserves ($000’s), OIL = annual oil prices, EXP = yearly total exports ($000’s) and FDI = annual foreign direct investment ($000’s). The sample of data was processed using MINITAB and the following is an extract of the output obtained:
Predictor |
Coef |
StDev |
t-ratio |
p-value |
|
Constant |
5491.38 |
2508.81 |
2.1888 |
0.0491 |
|
OIL |
85.39 |
18.46 |
4.626 |
0.0006 |
|
EXP |
-377.08 |
112.19 |
* |
0.0057 |
|
FDI |
-396.99 |
160.66 |
-2.471 |
** |
|
S = 2.45 |
R-sq = 96.3% |
R-sq(adj) = 95.3% |
|||
|
|||||
Source |
DF |
SS |
MS |
F |
p |
Regression |
3 |
1991.31 |
663.77 |
? |
?? |
Error |
12 |
77.4 |
6.45 |
|
|
Total |
15 |
|
|
|
|
- What is dependent and independent variables?
- Fully write out the regression equation
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