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Re: significance of correlation of a bandpass filtered time series

by Richard Ulrich <Rich.Ulrich@[EMAIL PROTECTED] > Apr 15, 2008 at 07:32 PM

On Mon, 14 Apr 2008 08:45:54 -0700 (PDT), tuxwink <socken@[EMAIL PROTECTED]
>
wrote:

> I want to compare two different time series A and B. Both were
> bandpass filtered by applying transformations in spectral domain. I
> just set some Fourier coefficients to zero and retransformed it to
> time series. Now I want to calculate the significance levels for the
> correlation of A with B, but I don't know how!?
> 
> Significance levels for a correlation coefficient depend on the number
> of degrees of freedom. Which is for an independent sample (N-2). In my
> case the data is dependent, which means that the number of time steps
> is bigger than N, with N being the equivalent sample size. How were
> the degrees of freedom reduced by my transformation? What is the size
> of N?
> 
> Thanks in advance


If you are re-constructing a series from k coefficients that
are non-zero, then  d.f. for the re-constructed series cannot 
be greater than k.
That's an essential meaning of "degrees of freedom."

Someone who knows time series would probably have to
know more about the problem to say whether you can 
test what you are proposing -- It seems to me that you 
probably have to make further assumptions, to get rid
of other sorts of artifacts.

__ 
Rich Ulrich 

http://www.pitt.edu/~wpilib/index.html
 




 4 Posts in Topic:
significance of correlation of a bandpass filtered time series
tuxwink <socken@[EMAIL  2008-04-14 08:45:54 
Re: significance of correlation of a bandpass filtered time seri
Richard Ulrich <Rich.U  2008-04-15 19:32:01 
Re: significance of correlation of a bandpass filtered time seri
dave@[EMAIL PROTECTED]   2008-04-17 12:44:20 
Re: significance of correlation of a bandpass filtered time seri
"David Jones" &  2008-04-18 09:54:20 

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