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Describe the relationship between variables by usingscatterplot, computing correlation coefficient, constructing a multiple linear regression model for the below data. Dependent Variable: GDP Independent Variables:
Describe the relationship between variables by usingscatterplot, computing correlation coefficient, constructing a multiple linear regression model for the below data.
Dependent Variable: GDP
Independent Variables: Inflation and house price
Date | Inflation | GDP | house price |
1/1/2012 | -0.466 | 3.3 | 310.04 |
4/1/2012 | -0.225 | 1.8 | 308.63 |
7/1/2012 | 0.065 | 0.7 | 312.75 |
10/1/2012 | 0.626 | 0.4 | 315.19 |
1/1/2013 | 0.989 | 3.5 | 316.77 |
4/1/2013 | 1.061 | 0.6 | 321.61 |
7/1/2013 | 1.471 | 3.2 | 326.24 |
10/1/2013 | 1.896 | 2.9 | 328.85 |
1/1/2014 | 2.386 | -1.4 | 331.58 |
4/1/2014 | 2.899 | 5.2 | 337.99 |
7/1/2014 | 3.19 | 4.7 | 342.9 |
10/1/2014 | 3.071 | 1.8 | 345.67 |
1/1/2015 | 2.643 | 3.3 | 349.48 |
4/1/2015 | 3.141 | 2.3 | 355.16 |
7/1/2015 | 3.39 | 1.3 | 360.2 |
10/1/2015 | 3.288 | 0.6 | 363.12 |
1/1/2016 | 3.343 | 2.4 | 366.46 |
4/1/2016 | 3.992 | 1.2 | 373.33 |
7/1/2016 | 4.382 | 2.4 | 379.98 |
10/1/2016 | 4.876 | 2 | 382.94 |
1/1/2017 | 5.497 | 1.7 | 385.74 |
4/1/2017 | 5.758 | 2 | 394.37 |
7/1/2017 | 6.142 | 3.4 | 400.46 |
10/1/2017 | 6.818 | 4.1 | 403.79 |
1/1/2018 | 7.588 | 2.8 | 409.47 |
4/1/2018 | 8.166 | 2.8 | 417.04 |
7/1/2018 | 8.552 | 2.9 | 422.12 |
10/1/2018 | 8.961 | 0.7 | 423.58 |
1/1/2019 | 9.188 | 2.2 | 428.3 |
4/1/2019 | 9.857 | 2.7 | 435.43 |
7/1/2019 | 10.144 | 3.6 | 440.98 |
10/1/2019 | 10.543 | 1.8 | 444.9 |
1/1/2020 | 10.946 | -4.6 | 450.06 |
4/1/2020 | 10.445 | -29.9 | 454.53 |
7/1/2020 | 11.366 | 35.3 | 462.47 |
10/1/2020 | 11.821 | 3.9 | 472.64 |
1/1/2021 | 13.059 | 6.3 | 483.97 |
4/1/2021 | 14.838 | 7 | 510.9 |
7/1/2021 | 16.413 | 2.7 | 539.37 |
10/1/2021 | 18.173 | 7 | 558.02 |
1/1/2022 | 20.323 | -1.6 | 578.63 |
4/1/2022 | 22.459 | -0.6 | 618.03 |
7/1/2022 | 23.76 | 3.2 | 628.55 |
10/1/2022 | 17.596 | 2.7 | 623.66 |
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