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EBK regression prediction

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10-19-2017 03:28 PM
AMALBOUZIANE
by
Occasional Contributor
‎10-19-2017 03:28 PM

hi every one,I m using EBK regression prediction for my data ,but couldn't find any literature about this method, in term of mathematical equation used for this interpolation

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5 Replies
DanPatterson_Retired
by MVP Emeritus
MVP Emeritus
‎10-19-2017 03:48 PM

You missed the help topics??

http://pro.arcgis.com/en/pro-app/help/analysis/geostatistical-analyst/what-is-ebk-regression-predict...

You do know why you are using it presume?

AMALBOUZIANE
by
Occasional Contributor
‎10-19-2017 04:30 PM

yes ,I already read this description ,I m using it to map ozone concentration using elevation as predictor, since I found they are correlated, I tried it and I found pretty nice result ,If you know some books about this method or related topic ,it will be great, the issue I can't understand how this method integrate regression and kriging in term of mathematical equation.

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DanPatterson_Retired
by MVP Emeritus
MVP Emeritus
‎10-19-2017 04:47 PM

I will move this to the https://community.esri.com/community/gis/analysis/geostatistical-analyst?sr=search&searchId=67753e96...‌ place to see if it will rustle a few responses from the dev team there.  Perhaps there is a reference list that can would be useful to tie the topics together.

AMALBOUZIANE
by
Occasional Contributor
‎10-25-2017 03:57 AM

yes nice idea,thank you

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XanderBakker
by Esri Esteemed Contributor
Esri Esteemed Contributor
‎10-25-2017 04:39 AM

In addition to the link provided by Dan, you may want to read this issue of ArcUser. 

http://www.esri.com/news/arcuser/1012/files/arcuser59/arcuser59.pdf  or through this link: Empirical Bayesian Kriging 

At page 6 (or 7) of the PDF an article starts about how it is implemented in ArcGIS, although it does not contain not many formulas.