[R] ARMA show different result between eview and R
Daniel Malter
daniel at umd.edu
Tue Aug 30 11:18:55 CEST 2011
In your first line, you write "ARMA(2,2)." However, what you fit in R is
ARIMA(2,1,2). What you fit in eview, I can't tell. Could that explain the
difference?
HTH,
Daniel
Young Gyu Park wrote:
>
> When I do ARMA(2,2) using one lag of LCPIH data
>
>
>
> This is eview result
>
>>
>> *Dependent Variable: DLCPIH
>> **Method: Least Squares
>> **Date: 08/12/11 Time: 12:44
>> **Sample (adjusted): 1970Q2 2010Q2
>> **Included observations: 161 after adjustments
>> **Convergence achieved after 14 iterations
>> **MA Backcast: 1969Q4 1970Q1
>> **
>> **Variable Coefficient Std. Error t-Statistic Prob.
>> **
>> **C 0.003361 0.001814 1.853352 0.0657
>> **DLCPIH(-1) -0.100150 0.053160 -1.883917 0.0614
>> **DLCPIH(-2) 0.870456 0.052466 16.59075 0.0000
>> **MA(1) 0.532252 0.100110 5.316678 0.0000
>> **MA(2) -0.379383 0.099535 -3.811566 0.0002
>> **
>> **R-squared 0.512067 Mean dependent var 0.014816
>> **Adjusted R-squared 0.499556 S.D. dependent var
>> 0.016274
>> **S.E. of regression 0.011513 Akaike info criterion
>> -6.060182
>> **Sum squared resid 0.020676 Schwarz criterion -5.964486
>> **Log likelihood 492.8446 Hannan-Quinn criter. -6.021326
>> **F-statistic 40.92897 Durbin-Watson stat 2.012062
>> **Prob(F-statistic) 0.000000
>> **
>> **Inverted MA Roots .40 -.94 *
>
>
>
> This is R result
>
>
>
>> *> dlcpihTsLen <- length(ausT2Ts[,4])
>> **> dlcpihArma22Fit <- arima(ausT2Ts[,4], order=c(2,1,2),
>> xreg=1:dlcpihTsLen)
>> **> dlcpiArma22hFit <- arima(ausT2Ts[,4], order=c(2,1,2))
>> **> dlcpihArma22Fit
>> *
>> *Call:
>> **arima(x = ausT2Ts[, 4], order = c(2, 1, 2), xreg = 1:dlcpihTsLen)
>> *
>> *Coefficients:
>> ** ar1 ar2 ma1 ma2 1:dlcpihTsLen
>> ** -0.1083 0.8673 0.5263 -0.3716 0.0146
>> **s.e. 0.0493 0.0484 0.0894 0.0852 0.0041
>> *
>> *sigma^2 estimated as 0.0001282: log likelihood = 498.38, aic =
>> -984.76*
>
> *
> *
>
> *
> *
>
> I wonder why the coefficient values are little bit different between them.
>
> *
> *
>
> Another thing I wonder is why the AIC value is so significantly different
> each other*.*
>
> *
> *
>
> Please help me, if anyone who have experience both of eview and R is in R
> community.
>
>
> Thank you.
>
> [[alternative HTML version deleted]]
>
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