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Choice modelling with Gaussian processes in the social sciences: A case study of neighbourhood choice in Stockholm

We present a non-parametric extension of the conditional logit model, using Gaussian process priors. The conditional logit model is used in quantitative social science for inferring interaction effects between personal features and choice characteristics from observations of individual multinomial d...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Mann, Richard P., Spaiser, Viktoria, Hedman, Lina, Sumpter, David J. T.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6218057/
https://ncbi.nlm.nih.gov/pubmed/30395626
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0206687
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