McKenzie

Mountrail

Williams

Dunn

Model type

ARIMA(0, 1, 0) (1, 0, 0)s

ARIMA (2, 1, 0) (0, 1, 1)s

ARIMA (0, 1, 0) (1,0, 0)s

ARIMA (0, 1, 0) (1, 0, 0)s

AR (1)

N/A

−0.02 (0.14)

N/A

N/A

AR (2)

N/A

0.23** (0.11)

N/A

N/A

SAR (12)/SMA (12)

0.70*** (0.12)

0.55*** (0.14)

0.32*** (0.11)

0.66*** (0.14)

No. of Obs.

90

89

89

89

MAE

105222

129687

83597

79041

R2

0.995

0.994

0.991

0.992

Ljung-Box χ2 test for error autocorrelation

No at 5%

No at 5%

No at 5%

No at 5%

ADF test for trend

No at 1%

No at 1%

No at 1%

No at 1%

SDF test for trend

No at 1%

No at 1%

No at 1%

No at 1%