Term

True value

Estimated Coeff

SE

t-stat

P-Value

ar1

0.8897

0.86

0.26

3.29

0.00

ar2

−0.4858

−0.54

0.17

−3.08

0.00

ma1

−0.2279

−0.20

0.29

−0.67

0.50

ma2

0.2488

0.22

0.18

1.20

0.23

intercept

5000

5196.30

451.88

11.50

0.00

t

20

20.52

6.14

3.34

0.00

DFeb

0

659.54

383.31

1.72

0.09

DMar

0

−369.36

543.55

−0.68

0.50

DApr

0

−533.84

619.73

−0.86

0.39

DMay

0

−255.27

614.44

−0.42

0.68

DJun

3000

3296.66

566.10

5.82

0.00

DJul

3200

3619.11

534.03

6.78

0.00

DAug

2500

3186.39

556.57

5.73

0.00

DSep

1000

1327.86

605.77

2.19

0.03

DOct

0

228.50

617.62

0.37

0.71

DNov

0

−247.24

552.31

−0.45

0.65

DDec

0

−599.44

405.99

−1.48

0.14

DE

4500

4125.18

319.54

12.91

0.00