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International Journal on Food System Dynamics, 2016 Based on an online discrete choice experiment (DCE) this study investigates the relative importance of food label information (country of origin, production methods, chemical residue testing (CRT)) and price for Taiwanese consumers’ in their purchase of ...
Ching-Hua Yeh, Monika Hartmann
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Is Organic Certification Important to Farmers’ Market Shoppers or Is Eco-friendly Enough?
HortScience, 2020 This study examines consumer preferences and willingness to pay (WTP) for organic and eco-friendly peaches, Prunus persica L., over conventional peaches in Utah.
Kynda R. Curtis +4 more
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Multinomial Logit Models with Implicit Variable Selection [PDF]
, 2010 Multinomial logit models which are most commonly used for the modeling of unordered multi-category responses are typically restricted to the use of few predictors. In the high-dimensional case maximum likelihood estimates frequently do not exist. In this
Tutz, Gerhard, Zahid, Faisal Maqbool
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Optimal model averaging estimator for multinomial logit models
Statistical Theory and Related Fields, 2022 In this paper, we study optimal model averaging estimators of regression coefficients in a multinomial logit model, which is commonly used in many scientific fields.
Rongjie Jiang, Liming Wang, Yang Bai
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Semiparametric Multinomial Logit Models for Analysing Consumer Choice Behaviour [PDF]
, 2006 The multinomial logit model (MNL) is one of the most frequently used statistical models in marketing applications. It allows to relate an unordered categorical response variable, for example representing the choice of a brand, to a vector of covariates ...
Steiner, Winfried J. +2 more
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Synthetic Minority Oversampling Technique Pada Model Logit dan Probit Status Pengangguran Terdidik
Jambura Journal of Mathematics, 2023 Educated unemployment is caused by a misalignment of educational development planning and employment development, resulting in underemployed graduates from various educational institutions.
Fatimah Fatimah +4 more
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Modeling enterprise location choice decision behavior
Journal of Transport and Land Use, 2021 This study presents a location choice model that incorporates urban spatial effects for enterprises. A modeling framework is developed to analyze decisions regarding location choice for enterprises using a series of discrete choice models including ...
Nguyen Cao Y
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On the equivalence of location choice models: Conditional logit, nested logit and Poisson [PDF]
Journal of Urban Economics, 2009 It is well understood that the two most popular empirical models of location choice-conditional logit and Poisson - return identical coefficient estimates when the regressors are not individual specific. We show that these two models differ starkly in terms of their implied predictions.
Schmidheiny, Kurt, Brülhart, Marius
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Transportation Engineering, 2023 This paper investigates the performance – in terms of choice probabilities and correlations – of existing and new specifications of closed-form route choice models with flexible correlation patterns, namely the Link Nested Logit (LNL), the Paired ...
Fiore Tinessa +4 more
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Variable Selection in General Multinomial Logit Models [PDF]
, 2012 The use of the multinomial logit model is typically restricted to applications with few predictors, because in high-dimensional settings maximum likelihood estimates tend to deteriorate.
Pößnecker, Wolfgang +2 more
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