Find the most appropriate ARMA(p,q) model to the monthly averagewind speed data(from Jan 1984 to Mar 2020) and predict the nextnine numbers by using R. Your analysis shouldinclude stationarity checking, model identification, parameterestimation, model diagnostics, and forecasting procedures.
5.4
9.2
9.2
11.6
9.8
8.7
8.3
8.9
8.1
7.4
9.6
6.9
5.1
8.3
9.4
8.7
8.9
9.6
8.3
8.7
8.5
8.5
7.8
5.4
6.7
8.9
9.6
9.8
9.6
8.7
8.1
7.8
7.2
6.3
7.4
4.7
7.6
7.4
9.8
9.2
8.1
8.5
8.5
7.6
7.4
6.5
6.7
8.9
6.5
6.9
9.4
8.9
9.4
8.7
7.6
7.2
7.4
6.3
8.9
6.5
7.2
5.8
9.4
8.3
8.9
8.5
7.8
7.8
7.4
7.4
6
4.9
8.1
8.9
8.7
8.1
9.4
8.3
8.1
8.1
7.4
8.5
7.6
6.7
5.6
5.8
8.3
8.1
8.9
8.5
8.1
7.8
7.8
8.1
7.6
6.3
6.9
7.6
7.4
8.9
9.6
9.4
8.5
8.5
8.7
8.1
8.5
10.3
8.5
7.8
8.5
9.2
9.8
9.4
9.6
8.1
7.8
7.2
7.6
8.3
6.3
9.2
9.4
9.8
8.5
8.7
8.9
8.3
7.8
8.3
9.4
7.4
9.2
7.2
9.2
9.4
7.6
8.7
8.3
7.6
7.8
7.4
6
6.7
7.2
8.5
8.9
8.7
8.1
7.8
7.2
7.8
7.2
6.9
6.5
10.1
6.3
6.9
9.8
9.4
7.6
8.1
7.2
7.4
7.2
8.3
6.9
6.5
8.5
10.3
8.1
7.6
7.4
8.1
7.4
6.7
6.5
7.4
8.1
6.9
7.2
10.5
8.9
9.2
8.7
8.3
7.4
7.4
7.6
7.4
7.2
5.8
6.9
8.3
8.7
8.3
8.1
8.3
7.2
7.4
7.2
6.9
5.6
6.3
4.3
6
8.7
7.4
8.7
8.3
6.9
6.7
7.2
7.4
7.8
8.3
7.2
8.1
8.3
8.7
8.5
8.1
7.4
7.6
6.7
6.5
6
8.5
6
7.2
8.7
8.5
7.2
8.1
6.5
6.9
7.6
6.7
6.7
8.7
5.8
8.9
8.1
8.5
6.9
8.1
7.2
6.9
7.4
6.9
5.6
6.5
6
5.6
8.5
9.2
8.1
8.3
8.3
7.4
6.5
6.7
6.7
6.5
8.7
7.8
10.1
9.2
7.8
7.6
7.4
7.2
7.2
6.7
9.2
7.2
6
6.5
7.6
8.1
8.3
7.8
6.5
6.3
7.4
7.6
5.8
7.8
8.1
7.8
8.1
8.9
8.5
7.6
6.9
7.2
5.8
6
4.9
6.9
5.4
7.2
8.1
8.7
7.2
6.5
6.7
6.3
7.2
6.7
7.2
5.6
6.9
5.8
8.9
8.7
8.5
7.8
6.9
7.2
6.3
6.3
7.2
6.7
5.1
7.2
8.9
8.5
9.6
7.6
7.2
6.5
6
5.6
7.6
4.9
6.7
7.4
10.1
7.8
7.4
7.8
6.9
5.8
5.6
6
6.7
8.3
4
7.2
7.2
9.4
8.5
7.4
6.5
6
7.8
6
4.5
4
4.3
6.9
8.3
7.8
8.1
7.8
6.7
6.7
6.5
6.5
5.6
6.9
3.6
6.5
6.9
8.5
7.4
6.9
6.7
7.2
5.4
5.8
7.4
8.9
6.3
6.5
8.9
8.7
7.8
7.8
6.9
6.9
7.2
7.8
7.8
6
5.8
9.4
9.6
9.6
8.7
7.8
6.5
6.7
6.5
6.7
8.3
5.4
6.7
7.8
8.7
9.2
7.2
8.3
7.2
6.9
6.3
6.3
5.8
7.6
6.7
9.2
7.4
9.2
7.6
7.6
6.9
6.7
6.7
7.2
5.1
6.5
7.6
7.8
7.4 |
