[R-SIG-Finance] Problem with garch (tseries)

Diethelm Wuertz wuertz at itp.phys.ethz.ch
Thu Aug 24 23:53:44 CEST 2006


Try:

    > require(fSeries)

    > x = scan("jpy.txt")
    > sd(x)
    [1] 0.005828643
   
    # The time series is badly scaled, use function scaling or just
    # multiply with 100!
   
    > x = 100 * x
    > sd(x)
    [1] 0.5828643


    > garchFit(series = x)
   
   
    Coefficient(s):
          mu         omega        alpha1         beta1 
    -8.88965e-05   1.06363e-02   1.94304e-02   9.48852e-01 
   
    Error Analysis:
             Estimate  Std. Error  t value Pr(>|t|)   
    mu     -0.0000889   0.0077757   -0.011   0.9909   
    omega   0.0106363   0.0052342    2.032   0.0421 * 
    alpha1  0.0194304   0.0079660    2.439   0.0147 * 
    beta1   0.9488518   0.0199498   47.562   <2e-16 ***
    ---
    Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
   
    Log Likelihood:
     1275.933    normalized:  0.8745259


Best regards Diethelm Wuertz


Ricardo Zambrano Aguilera wrote:

>Greetings
>i have this time series, (currency japanese log returns)
>the data´s iid and it don´t have any serial correlation
>but it does not fit to a regular garch ...
>what could it be?
>best regards
>
>RZA
> <<JPY.txt>> 
>pd:weekens removed
>
>  
>
>------------------------------------------------------------------------
>
>
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>  
>
>------------------------------------------------------------------------
>
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