Tentative model

AIC

ME

RMSE

MAE

MASE

ARIMA (0, 1, 1)

324.15

0.00848

0.5927

0.45957

0.9061

ARIMA (0, 1, 2)

319.68

0.01039

0.58143

0.45173

0.89066

ARIMA (0, 1, 3)

317.59

0.01729

0.5743

0.44758

0.88246

ARIMA (0,1,4)

317.3

0.02732

0.57025

0.44855

0.88438

ARIMA (1, 1, 0)

331.77

0.0067

0.60575

0.47846

0.94335

ARIMA (1, 1, 1)

311.95

0.03747

0.56773

0.44612

0.8796

ARIMA (1, 1, 2)

312.33

0.0415

0.56504

0.44441

0.87622

ARIMA (1, 1, 3)

314.33

0.04153

0.56504

0.44439

0.87618

ARIMA (1, 1, 4)

315.88

0.04107

0.56433

0.44334

0.87411

ARIMA (2, 1, 0)

327.95

0.00746

0.59581

0.46693

0.92061

ARIMA (2, 1, 1)

312.45

0.04106

0.56525

0.44489

0.87716

ARIMA (2, 1, 2)

314.33

0.04151

0.56504

0.4444

0.8762

ARIMA (2, 1, 3)

316.23

0.04046

0.5649

0.44435

0.87609

ARIMA (2, 1, 4)

317.41

0.03786

0.56362

0.44161

0.8707

ARIMA (3, 1, 0)

327.92

0.00768

0.59236

0.46087

0.90866

ARIMA (3, 1, 1)

314.24

0.04168

0.5649

0.44402

0.87544

ARIMA (3, 1, 2)

316.23

0.04163

0.56489

0.44408

0.87555

ARIMA (3, 1, 3)

303.78

0.03879

0.53502

0.41461

0.81746