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.
core +4 more sources
Twenty years of dynamic occupancy models: a review of applications and look to the future
Ecography, EarlyView.Since their introduction over 20 years ago, dynamic occupancy models (DOMs) have become a powerful and flexible framework for estimating species occupancy across space and time while accounting for imperfect detection. As their popularity has increased and extensions have further expanded their capabilities, DOMs have been applied to increasingly ...
Saoirse Kelleher +3 more
wiley +1 more source
Does student proactivity guarantee positive academic results? [PDF]
, 2018 This paper analyzes the impact of students’ proactivity on academic performance based on a sample from students enrolled in an introductory course of Political Economy at the University of Seville (Spain) in three consecutive courses (2014–2015, 2015 ...
Cansino Muñoz-Repiso, José Manuel +2 more
core +2 more sources
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
openaire +2 more sources
Solid Biofuel Usage and Households' Behavior Toward Energy Choice in Northwest Ethiopia
Energy Science &Engineering, EarlyView.This study analyzed household energy choice behavior in northwest Ethiopia using an integrated energy stacking and decision‐making framework. Evidence shows dominant reliance on solid biomass and a fuel‐stacking pattern, while urban residences, higher income, and education increase clean energy adoption, highlighting the need for pro‐poor, context ...
Habtamu Setargachew Molla +3 more
wiley +1 more source
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
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
Guidance or Misdirection? Unpacking the Role of Feedback in Health Preference Assessments
Health Economics, EarlyView.ABSTRACT This study investigated the impact of providing feedback to respondents on a dominance‐structured choice task on subsequent choice behavior in a discrete choice experiment (DCE). The DCE was conducted among 626 patients with heart failure. Respondents were given a dominance‐structured choice task in which two devices (Device A and Device B ...
Mesfin G. Genie +2 more
wiley +1 more source
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
Prevalence of prehypertension and hypertension among the adults in South Asia: A multinomial logit model. [PDF]
Front Public Health, 2022 Rahut DB +3 more
europepmc +1 more source