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
The Geometry of Frequency Squares
β Scribed by Dieter Jungnickel; V.C. Mavron; T.P. McDonough
- Publisher
- Elsevier Science
- Year
- 2001
- Tongue
- English
- Weight
- 122 KB
- Volume
- 96
- Category
- Article
- ISSN
- 0097-3165
No coin nor oath required. For personal study only.
β¦ Synopsis
to professor hanfried lenz on the occasion of his 85th birthday This paper establishes a correspondence between mutually orthogonal frequency squares (MOFS) and nets satisfying an extra property (''framed nets''). In particular, we provide a new proof for the bound on the maximal size of a set of MOFS and obtain a geometric characterisation of the case of equality: necessary and sufficient conditions for the existence of a complete set of MOFS are given in terms of the existence of a certain type of PBIBD based on the L 2 -association scheme. We also discuss examples obtained from classical affine geometry and recursive construction methods for (complete) sets of MOFS.
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We connect the algebraic geometry and representation theory associated to Freudenthal's magic square. We give unified geometric descriptions of several classes of orbit closures, describing their hyperplane sections and desingularizations, and interpreting them in terms of composition algebras. In p
## Abstract We extend the notion of a framed net, introduced by D. Jungnickel, V. C. Mavron, and T. P. McDonough, J Combinatorial Theory A, 96 (2001), 376β387, to that of a __d__βframed net of type β, where __d__ββ₯β2 and 1ββ€ββββ€β__d__β1, and we establish a correspondence between __d__βframed nets o
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