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- Theo K. Dijkstra, Jörg Henseler
- Computational Statistics & Data Analysis
- 2015

A vital extension to partial least squares (PLS) path modeling is introduced: consistency. While maintaining all the strengths of PLS, the consistent version provides two key improvements. Path… (More)

- Jörg Henseler, Theo K. Dijkstra, +7 authors Roger Calantone
- 2016

This article addresses Rönkkö and Evermann’s criticisms of the partial least squares (PLS) approach to structural equation modeling. We contend that the alleged shortcomings of PLS are not due to… (More)

- Wim P. Krijnen, Theo K. Dijkstra, Alwin Stegeman
- Psychometrika
- 2008

The CANDECOMP/PARAFAC (CP) model decomposes a three-way array into a prespecified number of R factors and a residual array by minimizing the sum of squares of the latter. It is well known that an… (More)

- Theo K. Dijkstra, Jörg Henseler
- MIS Quarterly
- 2015

1 ~ rel ~ rel , cor ~ rel ~ rel , cor ~ rel ~ rel , cor 1 ~ rel ~ rel , cor ~ rel ~ rel , cor ~ rel ~ rel , cor 1 1 1 1 2 2 1 1 2 2 2 1 2 1 1 1 2 1 2 1 23 13 23 12 13 12 η ξ η ξ η ξ η ξ η ξ η ξ ξ ξ ξ… (More)

- Theo K. Dijkstra
- CEJOR
- 2013

We study properties of weight extraction methods for pairwise comparison matrices that minimize suitable measures of inconsistency, average error gravitymeasures, including one that leads to the… (More)

- Jörg Henseler, Georg Fassott, Theo K. Dijkstra, Bradley Wilson
- EJIS
- 2012

Institute for Management Research, Radboud University Nijmegen, The Netherlands; Higher Institute of Statistics and Knowledge Management (ISEGI), Universidade Nova de Lisboa, Portugal; Faculty of… (More)

This paper resumes the discussion in information systems research on the use of partial least squares (PLS) path modeling and shows that the inconsistency of PLS path coefficient estimates in the… (More)

The subject of factor indeterminacy has a vast history in factor analysis (Wilson, 1928; Lederman, 1938, Guttman, 1955). It has lead to strong differences in opinion (Steiger, 1979). The current… (More)

- Florian Schuberth, Jörg Henseler, Theo K. Dijkstra
- Quality & quantity
- 2018

This article introduces a new consistent variance-based estimator called ordinal consistent partial least squares (OrdPLSc). OrdPLSc completes the family of variance-based estimators consisting of… (More)

- A Edo D Plantinga, B J R Scholtens, Simon Benninga, Nanne Brunia, Theo K. Dijkstra, Vivi Imer Hansen
- 2018