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 ANOVA for regression
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jmeirlab

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Posted - 05/15/2006 :  7:21:07 PM  Show Profile  Edit Topic  Reply with Quote  View user's IP address  Delete Topic
I think this is a simple question. I want to get a p-value for an exponential regression I ran, but I can't seem to figure out how to do it. I can get one for a polynomial or linear regression, but not for an exponential decay regression. Can anyone help?
Thanks
Cass

zachary_origin

China
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Posted - 05/15/2006 :  11:14:05 PM  Show Profile  Edit Reply  Reply with Quote  View user's IP address  Delete Reply
quote:

I think this is a simple question. I want to get a p-value for an exponential regression I ran, but I can't seem to figure out how to do it. I can get one for a polynomial or linear regression, but not for an exponential decay regression. Can anyone help?
Thanks
Cass



Hi,
There is a sample : *origin\samples\analysis\curve fitting\Exp Decay.opj (*origin is the Origin installation)
You can take a look at it.

Hope it helps,

Zachary
OriginLab GZoffice.
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jmeirlab

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Posted - 05/16/2006 :  12:38:06 PM  Show Profile  Edit Reply  Reply with Quote  View user's IP address  Delete Reply
Hi
Thanks for the response. However, I looked at the sample, but as far as I can tell, it just shows how to plot exponential decay. The p-value in the window is from a linear regression of a different data file. Any other suggestions
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jmeirlab

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Posted - 05/16/2006 :  12:38:09 PM  Show Profile  Edit Reply  Reply with Quote  View user's IP address  Delete Reply
Hi
Thanks for the response. However, I looked at the sample, but as far as I can tell, it just shows how to plot exponential decay. The p-value in the window is from a linear regression of a different data file. Any other suggestions?
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azhu

China
4 Posts

Posted - 05/17/2006 :  02:24:19 AM  Show Profile  Edit Reply  Reply with Quote  View user's IP address  Delete Reply
Hi,

I assume what you need is the P-value in ANOVA table.
Well, in NLSF, it can be computed as following,

F statstic = (MSS of Model) / (Chi^2/dof)
where MSS of Model is computed as: (Sum((y-y_ave)^2) - Chi^2)/(k-1). k is number of parameters and y_ave is mean of y

P-value = 1 - invf(F statistic, k-1, n-k)

Thanks
Echo
Originlab GZOffice

Edited by - azhu on 05/17/2006 02:25:31 AM

Edited by - azhu on 05/17/2006 02:44:25 AM
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zachary_origin

China
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Posted - 05/17/2006 :  08:40:56 AM  Show Profile  Edit Reply  Reply with Quote  View user's IP address  Delete Reply
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