PLS path modeling
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Publication:69912
DOI10.1016/j.csda.2004.03.005zbMath1429.62227OpenAlexW2090552208WikidataQ56828166 ScholiaQ56828166MaRDI QIDQ69912
Yves-Marie Chatelin, Carlo N. Lauro, Michel Tenenhaus, Vincenzo Esposito Vinzi, Yves-Marie Chatelin, Vincenzo Esposito Vinzi, Michel Tenenhaus, Carlo N. Lauro
Publication date: January 2005
Published in: Computational Statistics & Data Analysis, Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2004.03.005
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Uses Software
Cites Work
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- Unnamed Item
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- Unnamed Item
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- An inter-battery method of factor analysis
- Relations among \(m\) sets of measures
- Multiple factor analysis (AFMULT package)
- Canonical analysis of two convex polyhedral cones and applications
- A general method for analysis of covariance structures
