[MATH-1428] OLSMultipleLinearRegression estimates different residuals with different order of input - ASF JIRA

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Type: Bug
Status: Open
Priority: Major
Resolution: Unresolved
Affects Version/s: 3.4.1
Fix Version/s: None
Component/s: None
Labels:
- ols
- regression
- residuals
Environment:

win7 64bit jdk1.8 intelljidea

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Description

I have a regression job with 31 X ,which 30 of them are dummys .
And the length of data is 800+ .
I'm using OLSMultipleLinearRegression to do regression.
I found if I change the order of the 800+ data, the residuals I got from ols.estimateResiduals()
are differents ,and the correlation of the two differet rersiduals is near 100%,like 99.8%.

My data is below in Docs Text area.
The fields of each Column is :
sig,y,x1,x2,........xn

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STATISTICS-11 OVERALL-TASK (not yet split): Designing Robust Class Structure and Architecture

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Assignee:: Unassigned

Reporter:: butchild

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Created:: 11/Aug/17 09:13

Updated:: 03/Jul/20 20:19