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201
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 -
202
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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Article -
203
Disability and Health Problems as Barriers to Employment in Spain
Published 2018-07-01“…To this end, we apply binary and multinomial non-ordered discrete choice models to microdata drawn from the 2014 <em>European Health Interview Survey</em> for Spain. …”
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Article -
204
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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Article -
205
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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Article -
206
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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Article -
207
Disability and Health Problems as Barriers to Employment in Spain.
Published 2018-07-01“…To this end, we apply binary and multinomial non-ordered discrete choice models to microdata drawn from the 2014 <em>European Health Interview Survey</em> for Spain. …”
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Article -
208
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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Article -
209
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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Article -
210
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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Article -
211
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 -
212
Effect of the Introduction of High-speed Trains on Consumer Welfare
Published 2016-02-01“…Based on the estimated demand model for travel which incorporates consumer’s heterogeneous preferences for travel schedules into the standard discrete-choice model, I separately evaluate the impact from adding high-speed trains and that from changes in train schedules. …”
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Article -
213
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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Article -
214
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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215
Development of a Behavioural Framework for Analyzing Employment Mobility Decisions in Island Areas: The Case of the Aegean Islands, Greece
Published 2014-11-01“…Emphasis is given to the role of transport and telecommunications systems on the region’s connectivity and accessibility. Discrete choice models are developed, using both observed and latent variables for the workplace relocation decision to the Aegean island area in Greece. …”
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Article -
216
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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217
Demand estimation and bundle price optimization : a data-driven approach
Published 2019“…This dissertation investigates the bundle pricing problem with discrete choice models. Two demand estimation methods, Random-Coefficients Logit Model and Marginal Distribution Model, are carefully studied and implemented into a real data set in the fast food industry to exhibit their prediction ability. …”
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Final Year Project (FYP) -
218
Posterior average effects
Published 2021“…Economists are often interested in estimating averages with respect to distributions of unobservables, such as moments of individual fixed-effects, or average partial effects in discrete choice models. For such quantities, we propose and study posterior average effects (PAE), where the average is computed conditional on the sample, in the spirit of empirical Bayes and shrinkage methods. …”
Journal article -
219
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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Article -
220
Car Ownership Models in Iran: A Review of Methods and Determinants
Published 2017-03-01“…It is found that car ownership models have under gone modification and improvement from regression models towards discrete choice models, although more improvement is necessary and underway. …”
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Article