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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Bibliographic details
Volume: 13
Main Author: Mann, Richard P
Spaiser, Viktoria
Hedman, L.K
Sumpter, David J.T
Format: Journal Article
Language: English
Zielgruppe: Academic
Place of publication: SAN FRANCISCO PUBLIC LIBRARY SCIENCE 2018
Public Library of Science
Public Library of Science (PLoS)
published in: PloS one Vol. 13; no. 11; p. e0206687
Editor: Cai, Zhiqiang
ORCID: 0000-0003-0701-1274
Data of publication: 2018
ISSN: 1932-6203
1932-6203
EISSN: 1932-6203
Discipline: Sciences (General)
Subjects:
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Database: Narcis: Open Access
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