I want to prove if crude oil price are effect to unemployment rate. By the way, the data are time series data, collected every 4 months a year for 10 years. The data are as bellow;
| Oil Price | Unemployment |
| 78.01 | 1.63 |
| 82.58 | 1.61 |
| 96.16 | 1.18 |
| 113.96 | 1.11 |
| 87.52 | 1.65 |
| 102.74 | 1.39 |
| 75.23 | 1.18 |
| 53.53 | 1.33 |
| 108.40 | 2.08 |
| 39.10 | 1.75 |
| 85.58 | 1.17 |
| 101.41 | 0.98 |
| 26.00 | 1.13 |
| 97.57 | 1.32 |
| 88.50 | 0.87 |
| 67.01 | 0.85 |
| 99.21 | 0.83 |
| 77.17 | 0.60 |
| 77.69 | 0.66 |
| 74.99 | 0.63 |
| 79.05 | 0.72 |
| 75.36 | 0.86 |
| 70.69 | 0.58 |
| 81.13 | 0.47 |
| 71.00 | 0.72 |
| 84.36 | 0.74 |
| 84.69 | 0.77 |
| 76.47 | 0.65 |
| 84.91 | 0.89 |
| 76.62 | 1.00 |
| 75.03 | 0.84 |
| 78.83 | 0.61 |
| 77.25 | 0.94 |
| 75.73 | 0.88 |
| 80.02 | 0.92 |
| 79.33 | 0.80 |
| 74.27 | 0.97 |
| 81.84 | 1.08 |
| 78.85 | 0.94 |
| 77.27 | 0.97 |
so i have to do
1. the stationary test by using ADF test
2. the cointegratio*n test to see the long-term relationship
3. the Grange*r causality test to see if x is grange*r cause y or not
4. the ARIM*A test to predict the future
what syntax should i use?
thank you in advance