Covariance or correlation matrix as input

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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ghozali
PLS Expert User
Posts: 39
Joined: Sat Oct 15, 2005 1:18 am
Real name and title: Prof. Imam Ghozali, Ph.D
Location: Indonesia

Covariance or correlation matrix as input

Post by ghozali »

Hi
Is it possible running Smartpls using covariance or correlation matrix as data input? In covariance based SEM we can input the data using Covariance matrix
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cringle
SmartPLS Developer
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Joined: Tue Sep 20, 2005 9:13 am
Real name and title: Prof. Dr. Christian M. Ringle
Location: Hamburg (Germany)
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Post by cringle »

Hi!

The basic PLS-algorithm - as proposed by World and implemented in SmartPLS – calcuated scores for the latent variables in the structural model. Thus, scores for manifest variables are required as data input.

However, Lohmoeller (1989, viewtopic.php?t=16) and others make suggestions for correlation/covariance matrix based PLS-model estimations.

If you need such capabilities, please develop such an alternative PLS-algorithm/PLS-methodology. One of the strength of SmartPLS is its extendibility. So it might be possible to add such capabilities to the existing software platform. A sound “cooking recipe” (that describes step by step the calculations you want to perform plus data you use) or a little Visual Basic/Java program would be helpful to create such an extension of the SmartPLS software for you.

Best regards,
Christian
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