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 How to do PCA with more observation value
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zann

Camaroon
6 Posts

Posted - 09/18/2013 :  11:41:07 PM  Show Profile  Edit Topic  Reply with Quote  View user's IP address  Delete Topic
Thanks you for your answer,

I'm sad to inform you, when i change row and column, i can't get the result i want. I must use another software I hope you will improve it for the next vertion of origin.

Sincerely

Edited by - zann on 09/19/2013 8:09:58 PM

Sam Fang

291 Posts

Posted - 09/21/2013 :  11:08:33 PM  Show Profile  Edit Reply  Reply with Quote  View user's IP address  Delete Reply
There is a workaround to solve your problem in Origin 9.0.

Origin uses different algorithms for Listwise and Pairwise excluding missing values. The former uses singular value decomposition, and the latter solves eigenvalues from correlation or covariance matrix. And the limitation exists only in the former method. So you can:

1. Add a row with missing values in your original data.
2. Open PCA tool and choose Pairwise in Exclude Missing Values.

BTW for number of variables is greater than number of observations, you'd better use Partial Least Squares tool, and Origin's new version 91 supports it which will be released soon.

Thanks.

Sam
OriginLab Technical Services
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zann

Camaroon
6 Posts

Posted - 09/27/2013 :  02:26:10 AM  Show Profile  Edit Reply  Reply with Quote  View user's IP address  Delete Reply
Thanks for your answer i hope i can get good result
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