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161
Education and competence mismatches: job satisfaction consequences for workers
Published 2008-01-01“…In addition, ordered discrete choice models reveal that they have different consequences in terms of job satisfaction as well.…”
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162
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163
The effectiveness of private benefits in fundraising of local charities*
Published 2015“…We develop a multiple discrete choice model with differentiated products. We estimate the model using a unique data set of donor lists for the ten largest cultural and environmental charitable organizations in the Pittsburgh metropolitan area. …”
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Journal Article -
164
Mixed Multinomial Probit Model Accommodating Flexible Covariance Structure and Random Taste Variation: An Application to Commute Mode Choice Behavior
Published 2022-01-01“…Empirical results indicate that the MMNP model performs better than traditional discrete choice models, such as the multinomial logit, the cross-nested logit, MMNL, and multinomial probit models. …”
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165
Probabilistic Solar Forecasts as a Binary Event Using a Sky Camera
Published 2023-10-01“…Therefore, we propose in this work to combine a state-of-the-art model based on a sky camera and a discrete choice model to predict the probability of an irradiance threshold suitable for plant operators. …”
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166
Le scelte formative all’università: una applicazione dei modelli a scelta discreta
Published 2017-11-01“…This article analyse the preferences and constraints that underlie the choice of fields of study made by 2333 students enrolled at the University of Trento in the academic year 2014/15 through a family of statistical models known in the literature as Discrete Choice Models, Random Utility Models (McFadden, 1973).The analysis takes into account the factors that lead a person to enrol in a course of study. …”
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167
Random walkers with extreme value memory: modelling the peak-end rule
Published 2015-01-01“…Motivated by the psychological literature on the ‘peak-end rule’ for remembered experience, we perform an analysis within a random walk framework of a discrete choice model where agents’ future choices depend on the peak memory of their past experiences. …”
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168
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169
The effectiveness of private benefits in fundraising of local charities*
Published 2013“…We develop a multiple discrete choice model with differentiated products. We estimate the model using a unique data set of donor lists for the 10 largest cultural and environmental charitable organizations in the Pittsburgh metropolitan area. …”
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Journal Article -
170
The Revealed Preference for Battery Electric Vehicle Range
Published 2022-01-01“…Exploiting a disaggregate discrete choice model of automobile purchase, we reveal the willingness-to-pay for extended all-electric range in battery and plug-in hybrid electric cars in Norway. …”
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171
Equity Impacts of Transportation Improvements On Core and Peripheral Cities
Published 2008-11-01“…The methodology applied in the study was to estimate discrete choice models in an attempt to identify key variables affecting commuting decisions. …”
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172
Uncovering the Influence of Commuters’ Perception on the Reliability Ratio
Published 2019-05-01“…The dominant method for measuring values of travel time savings (VOT) and values of travel time reliability (VOR) is discrete choice modeling. Studies using revealed preference have tended to use travel times measured by devices such as loop detectors, and thus the perception error of travelers has been largely ignored. …”
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173
Suppliers Dynamic Approach to Invest in R&D with Sunk Costs in Indian Contexts
Published 2015-05-01“…We develop and estimate a dynamic discrete choice model where each supplier’s current R&D expenditure is a function, among other factors, of its previous experience in performing R&D activities. …”
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174
The Role of Employment Subcenters in Residential Location Decisions
Published 2008-11-01“…In this paper we employ Mecklenburg County, North Carolina, a polycentric city with 10 employment subcenters, as a case study to explore the role of employment subcenters in determining residential location decisions. We estimate discrete choice models of residential location decisions: conditional logit models and heteroscedastic logit models with both the full choice set and sampled choices. …”
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175
Choice Modeling and Assortment Optimization on the Transformer Model
Published 2024“…This leads to a new class of neural network-based discrete choice models, which we call transformer choice models. …”
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Thesis -
176
Las certificaciones de calidad y la internacionalización de las firmas industriales colombianas
Published 2016-11-01“…The methodology used was a discrete choice model on a sample of 10,960 companies. Estimates show that quality certifications have a significant impact on the internationalisation of companies. …”
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177
A review of Machine Learning (ML) algorithms used for modeling travel mode choice
Published 2019-10-01“…Then, these different methodologies used by researchers for modeling travel mode choice are collected and compared with the Multinomial Logit Model (MNL) which is the most commonly-used discrete choice model. Finally, the characterization of ML algorithms is discussed and Random Forest (RF), a variant of Decision Tree algorithms, is presented as the best methodology for modeling travel mode choice.…”
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178
Analysis of heterogeneity in the preferences of wine consumption
Published 2019-06-01“…In this paper, several discrete choice models are used to incorporate the unobserved heterogeneity present in individuals’ decisions, such as mixed or latent class models, with the aim of identify the socio-demographics profiles of individuals who consume a certain amount of wine per week. …”
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179
Factors and incentives that affect electric vehicle adoption in Greece
Published 2023-12-01“…In order to analyze the factors that affect the consumers’ intention to purchase private electric vehicles in Attica a questionnaire survey was conducted. Discrete choice models were developed to analyze the factors that influence the intention of users to purchase and willingness to pay extra for an EV compared to a conventional car. …”
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180
New Model of Random Regret Minimization
Published 2010-06-01“…Whereas previous regret-based discrete choice-models assume that regret is experienced with respect to only the best of foregone alternatives, the proposed model assumes that regret is potentially experienced with respect to each foregone alternative that performs well. …”
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