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On the convergence of the partial least squares path modeling algorithm

✍ Scribed by Jörg Henseler


Publisher
Springer
Year
2009
Tongue
English
Weight
299 KB
Volume
25
Category
Article
ISSN
0943-4062

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The geometry of partial least squares
✍ Aloke Phatak; Sijmen De Jong 📂 Article 📅 1997 🏛 John Wiley and Sons 🌐 English ⚖ 437 KB

Our objective in this article is to clarify partial least squares (PLS) regression by illustrating the geometry of NIPALS and SIMPLS, two algorithms for carrying out PLS, in both object and variable space. We introduce the notion of the tangent rotation of a vector on an ellipsoid and show how it is