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[amibroker] Re: Polynomial Trendlines



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fixrts should not be necessary ... I've tried it with and without ... 
no difference ...

I can not in good conscience post code from NR ... see the copyright 
notices at NR ...

--- In amibroker@xxxxxxxxxxxxxxx, "Tom Tom" <michel_b_g@xxx> wrote:
>
> Hi,
> 
> Thanks Fred. With this formula we can compute directly DSP from AR 
coef.
> 
> I find very interresting things :
> 1- About how the autor estimate coef in NR. Estimator they mention 
for 
> autocorrelation calculation is the one not biased, and can lead to 
some 
> inaccurate result (and problem to result coefficient, so stability 
problem). 
> See 13.6.10 : http://www.library.cornell.edu/nr/bookfpdf/f13-6.pdf
> 
> Exemple:
> x1=1.0; x2=1.1 et x3=1.0
> r0=1.07, r1=1.1, r2=1.0
> It should be impossible to have r(i)<r(i+1) and lead to some real 
problem 
> after (non positive matrix for some estimation method, inversion 
pbl, 
> singularity, pole outside unit circle maybe...).
> 
> Biased one is : Autocorr(i)=(1/N)sum(Yi*Yi+j,from j=1 to n-i)
> 1/(N-i) is replaced by 1/N.
> Estimator is biased but variance is more weak than non biased one.
> It has been show that the quadratic error (mean/variance) is less 
for the 
> biased one (Jenkin and Watts).
> 
> Author from NR use Burg algorytm to compute AR coef. I use Yuke 
Walker in 
> the posted AFL formula.
> 
> Do you try to compute this code in AFL : non-biased+burg ?
> Is it accurate, fast ?
> 
> Other interessting section are :
> 
> 3- subroutine fixrts -> can help fix the pole for stability so we 
can use 
> non-biased estimator and check after stability
> 
> 4- (13.6.18) to remove the bias. For now i substract the mean and 
add it 
> back after prediction. I was thinking about polyfit to do that and 
take 
> spline trend in consideration.
> 
> 
> If you got any code from "fixrts" and burg than you can share i 
will be 
> pleased to include it in AR model to add more option for the user, 
so he can 
> choose methode for compute coefficient and possible pole correction.
> Maybe final stability will be improved so ARMA can be now compute 
too.
> 
> And last, do you make spectral comparaison between Burg and Yule 
Walker 
> Estimated DSP for quotes data ?
> 
> Cheers,
> Mich.
> 
> 
> 
> 
> 
> 
> 
> 
> ----- Original Message -----
> From: Fred
> To: amibroker@xxxxxxxxxxxxxxx
> Sent: Sunday, November 12, 2006 6:27 PM
> Subject: [amibroker] Re: Polynomial Trendlines
> 
> 
> If you look at the corresponding Fortran 77 link at NR you'll see 
the
> graph that relates to output from calling the evlmem function.
> 
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