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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Detalles Bibliográficos
Autores principales: Mann, Richard P., Spaiser, Viktoria, Hedman, Lina, Sumpter, David J. T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6218057/
https://www.ncbi.nlm.nih.gov/pubmed/30395626
http://dx.doi.org/10.1371/journal.pone.0206687

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6218057/
https://www.ncbi.nlm.nih.gov/pubmed/30395626
http://dx.doi.org/10.1371/journal.pone.0206687

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