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Comparison between Standard PLS, RLS, and Unbiased PLS
Modelling, Identification, and Control, 2010Partial Least Squares algorithm (PLS) is widely used in chemometric studies and increasingly in process engineering applications. For process problems, PLS is typically used as a dynamic modeling technique. Unfortunately, traditional PLS identification techniques will typically produce a model that is biased in its regression parameters.
Shamekh, A., Lennox, B., Lin, H.
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Beyond a tandem analysis of SEM and PROCESS: Use of PLS-SEM for mediation analyses!
, 2020Mediation and conditional process analyses have become popular approaches for examining the mechanisms by which effects operate and the factors that influence them.
M. Sarstedt +4 more
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IEEE transactions on engineering management
While adopting chatbots powered by artificial intelligence could enhance knowledge sharing, it also causes challenges due to the “dark side” of these agents. However, research on the factors influencing chatbots for knowledge sharing is lacking.
M. Al-Emran +4 more
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While adopting chatbots powered by artificial intelligence could enhance knowledge sharing, it also causes challenges due to the “dark side” of these agents. However, research on the factors influencing chatbots for knowledge sharing is lacking.
M. Al-Emran +4 more
semanticscholar +1 more source
Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook
Business, 2021Joseph F. Hair Jr. +5 more
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General PL Algorithms on PL Manifolds
1990In the last 20 years, a vast variety of algorithms have been developed which are based on the concept of complementary pivoting. Many of these are listed in our bibliography. The PL continuation and homotopy algorithms described in the last two chapters are important examples.
Eugene L. Allgower, Kurt Georg
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PLS-SEM for Multivariate Analysis: A Practical Guide to Educational Research using SmartPLS
EduLine Journal of Education and Learning InnovationImplementation of PLS-SEM in educational research has developed significantly, but there are variations in the presentation of the analysis results.
Putu Gede Subhaktiyasa
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PL-geodesics on PL-continuous partial meshes
2021Geometric characteristics of 2-manifolds embedded in R-3 space have been analyzed from the point of view of differential geometry and topology. In the past, results relevant to these areas have been Pound for C-infinity curves and surfaces. However, current scientific, industrial, entertainment and medical applications, and availability of more ...
Ruiz, OE, Carlos, A, Cadavid, M
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Assessing measurement model quality in PLS-SEM using confirmatory composite analysis
, 2020Joseph F. Hair +2 more
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A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process
IEEE/CAA Journal of Automatica SinicaPartial least squares (PLS) model is the most typical data-driven method for quality-related industrial tasks like soft sensor. However, only linear relations are captured between the input and output data in the PLS.
Xiaofeng Yuan +4 more
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Common Method Bias in PLS-SEM: A Full Collinearity Assessment Approach
Int. J. e Collab., 2015Ned Kock
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