Inner model residual score of a construct per case in survey

Questions about the implementation and application of the PLS-SEM method, that are not related to the usage of the SmartPLS software.
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asasi.kamal
PLS Junior User
Posts: 7
Joined: Wed Apr 05, 2017 3:49 pm
Real name and title: Kamal Karkonasasi

Inner model residual score of a construct per case in survey

Post by asasi.kamal »

Hi there,

Assume that we have construct named X and we look at residual score for a specific respondent (number 1).
In SmartPLS V 3.2.6, the inner model residual score of construct X for a specific respondent (number 1) is the difference between Observed value of construct X for the respondent (number 1) - Predicted value of the construct X for the respondent (number 1), right? The inner model residual score of construct X for a specific respondent (number 1) is standardized, right?

Thanks,
Kamal Karkonasasi
jmbecker
SmartPLS Developer
Posts: 1282
Joined: Tue Mar 28, 2006 11:09 am
Real name and title: Dr. Jan-Michael Becker

Re: Inner model residual score of a construct per case in su

Post by jmbecker »

Yes and Yes. Construct scores are standardized in PLS.
Dr. Jan-Michael Becker, BI Norwegian Business School, SmartPLS Developer
Researchgate: https://www.researchgate.net/profile/Jan_Michael_Becker
GoogleScholar: http://scholar.google.de/citations?user ... AAAJ&hl=de
asasi.kamal
PLS Junior User
Posts: 7
Joined: Wed Apr 05, 2017 3:49 pm
Real name and title: Kamal Karkonasasi

Re: Inner model residual score of a construct per case in su

Post by asasi.kamal »

jmbecker wrote:Yes and Yes. Construct scores are standardized in PLS.
Thank you Prof for information. I put an topic in the research gate website about what residuals are in PLS-SEM and how to calculate them. I used an excel file to demonstrate the concept of the residuals. I hope it is correct based on my understanding.
https://www.researchgate.net/post/What_ ... _calculate

Thank you for your feedback.
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cringle
SmartPLS Developer
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Real name and title: Prof. Dr. Christian M. Ringle
Location: Hamburg (Germany)
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Re: Inner model residual score of a construct per case in su

Post by cringle »

Thanks. SmartPLS 3 also provides a report with the residuals.

Best
Christian
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