Identifying and characterizing extrapolation in multivariate response data

Extrapolation is defined as making predictions beyond the range of the data used to estimate a statistical model. In ecological studies, it is not always obvious when and where extrapolation occurs because of the multivariate nature of the data. Previous work on identifying extrapolation has focused...

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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Bartley, Meridith L, Hanks, Ephraim M, Schliep, Erin M, Soranno, Patricia A, Wagner, Tyler
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 12.11.2019
Subjects:	Ecological monitoring Extrapolation Identification methods Lakes List brokers Multivariate analysis Nutrients Predictions Regression analysis Statistical analysis Statistical models
ISSN:	2331-8422
Online Access:	Get full text
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