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| Author | Serneels, S.; Faber, K.; Verdonck, T.; van Espen, P.J. | ||||
| Title | Case specific prediction intervals for tri-PLS1 : the full local linearisation | Type | A1 Journal article | ||
Year  |
2011 | Publication | Chemometrics and intelligent laboratory systems | Abbreviated Journal | |
| Volume | 108 | Issue | 2 | Pages | 93-99 |
| Keywords | A1 Journal article; AXES (Antwerp X-ray Analysis, Electrochemistry and Speciation) | ||||
| Abstract | A new method to estimate case specific prediction uncertainty for univariate trilinear partial least squares (tri-PLS1) regression is introduced. This method is, from a theoretical point of view, the most exact finite sample approximation to true prediction uncertainty that has been reported up till now. Using the new method, different error sources can be propagated, which is an advantage that cannot be offered by data driven approaches such as the bootstrap. In a concise example, it is illustrated how the method can be applied. In the Appendix, efficient algorithms are presented to compute the estimates required. | ||||
| Address | |||||
| Corporate Author | Thesis | ||||
| Publisher | Place of Publication | Editor | |||
| Language | Wos | 000295310000002 | Publication Date | 2011-05-12 | |
| Series Editor | Series Title | Abbreviated Series Title | |||
| Series Volume | Series Issue | Edition | |||
| ISSN | 0169-7439; 1873-3239 | ISBN | Additional Links | UA library record; WoS full record; WoS citing articles | |
| Impact Factor | Times cited | Open Access | |||
| Notes | Approved | no | |||
| Call Number | UA @ admin @ c:irua:92788 | Serial | 7580 | ||
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