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Identifying and characterizing extrapolation in multivariate response data

descriptionPublicationkeyboard_double_arrow_right Article , Preprint 05 Dec 2019Embargo end date: 01 Jun 2019 English Publisher:Public Library of Science (PLoS)Journal:PLOS ONE, volume 14, page e0225715 (eissn: 1932-6203, Copyright policy )
Authors: Bartley, Meridith; Hanks, Ephraim; Schliep, Erin; Soranno, Patricia; Wagner, Ty;

doi: 10.1371/journal.pone.0225715 , 10.5281/zenodo.2669440 , 10.48550/arxiv.1906.07036 , 10.5281/zenodo.2669441

pmid: 31805095

pmc: PMC6894872

arXiv: 1906.07036

Identifying and characterizing extrapolation in multivariate response data

Abstract

Data used in analysis for the submitted manuscript. "AllDataList_180627v2.Rdata" contains water quality response variables and environmental coefficients for lakes with 1 or more observed measures for the response variables. "MissingDataList_180815.Rdata" contains contains water quality response variables and environmental coefficients for lakes with zero observed measures for the response variables.

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Keywords

FOS: Computer and information sciences, Models, Statistical, Geography, Nitrogen, Science, Chlorophyll A, Q, Statistics as Topic, R, Phosphorus, Statistics - Applications, Lakes, Multivariate Analysis, Linear Models, Medicine, Applications (stat.AP), Research Article

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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OpenAIRE UsageCountsViews provided by UsageCounts
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