An introduction to regression and errors in variables from an algebraic viewpoint
Riccomagno, E. & Wynn, H. P.
(2010).
An introduction to regression and errors in variables from an algebraic viewpoint.
In
Approximate commutative algebra
(pp. 193-203).
Springer Berlin / Heidelberg.
There is a need to make a closer connection between classical response surface methods and their experimental design aspects, including optimal design, and algebraic statistics, based on computational algebraic geometry of ideals of points. This is a programme which was initiated by Pistone and Wynn (Biometrika, 1996) and is expanding rapidly. Particular attention is paid to the problem of errors in variables which can be taken as a statistical version of the ApCoA research programme.
| Item Type | Chapter |
|---|---|
| Copyright holders | © 2010 Springer-Verlag |
| Departments | LSE > Former organisational units > Centre for Analysis of Time Series |
| Date Deposited | 26 Feb 2014 |
| URI | https://researchonline.lse.ac.uk/id/eprint/55867 |
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ORCID: https://orcid.org/0000-0002-6448-1080