Results 71 to 80 of about 167,597 (287)
Context-aware Bayesian mixed multinomial logit model
Journal of Choice ModellingThe mixed multinomial logit model assumes constant preference parameters of a decision-maker throughout different choice situations, which may be considered too strong for certain choice modelling applications. This paper proposes an effective approach to model context-dependent intra-respondent heterogeneity, thereby introducing the concept of the ...
Mirosława Łukawska +2 more
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Comparing discrete choice and machine learning models in predicting destination choice
European Transport Research ReviewDestination choice modeling has long been dominated by theory-based discrete choice models. Simultaneously, machine learning has demonstrated improved predictive performance to other fields of discrete choice modeling.
Ilona Rahnasto, Martijn Hollestelle
doaj +1 more source
Factors affecting packed and unpacked fluid milk consumption
Agricultural Economics (AGRICECON), 2009 This article identifies consumer characteristics associated with preferences toward fluid milk alternatives. Using consumer survey data from Samsun province of Turkey and Multinomial Logit model, unpacked and packed fluid milk preferences were analyzed ...
O. Kilic, C. Akbay, G. Yildiz Tiryaki
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A General Approach for the Analysis of Habitat Selection [PDF]
, 2007 Investigating habitat selection of animals aims at the detection of preferred and avoided habitat types as well as at the identification of covariates influencing the choice of certain habitat types.
Knauer, Felix +2 more
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Learning a Mixture of Two Multinomial Logits
, 2018 The classical Multinomial Logit (MNL) is a behavioral model for user choice. In this model, a user is offered a slate of choices (a subset of a finite universe of 𝑛n items), and selects exactly one item from the slate, each with probability proportional to its (positive) weight. Given a set of observed slates and choices, the likelihood-maximizing item
Flavio Chierichetti +2 more
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Modelling route choice of Dutch cyclists using smartphone data
Journal of Transport and Land Use, 2018 This paper analyzes the GPS traces recorded by cyclists in the framework of the Mobile Mobility Panel throughout the Netherlands. The objective of this paper is to analyze bicycle route choice via network attributes and trip length over a sequence of ...
Silvia Bernardi +2 more
doaj +1 more source
Factors affecting bus accident severity in Thailand: A multinomial logit model. [PDF]
PLoS One, 2022 Mahikul W +6 more
europepmc +1 more source
Some aspects of random utility, extreme value theory and multinomial logit models [PDF]
In this paper we give a survey on some basic ideas related to random utility, extreme value theory and multinomial logit models. These ideas are well known within the field of spatial economics, but do not appear to be common knowledge to researchers in ...
Andersson, Jonas, Ubøe, Jan
core
Variational Bayesian multinomial probit regression with Gaussian process priors [PDF]
, 2005 It is well known in the statistics literature that augmenting binary and polychotomous response models with Gaussian latent variables enables exact Bayesian analysis via Gibbs sampling from the parameter posterior.
Girolami, M., Rogers, S.
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Migração e classe criativa: evidências para o Brasil com base em uma análise multinomial
Cadernos de Ciências Sociais Aplicadas, 2019 Recentemente, a literatura econômica tem incorporado a produção artística, cultural e criativa às amenidades urbanas, ou seja, o conjunto de características e atividades capazes de gerar externalidades positivas sobre residentes e visitantes, elevando ...
Verônica de Castro Lameira +1 more
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