A new baseline model for estimating willingness to pay from discrete choice models
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TL;DR: In this paper, the authors propose a simple yet elegant way to overcome this problem by reparameterizing the parameter on the negative cost variable to enforce the theoretically correct (and empirically almost always found) positive coefficient using an exponential transformation of the original parameter.
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About: This article is published in Journal of Environmental Economics and Management. The article was published on 01 May 2019. and is currently open access. The article focuses on the topics: Mixed logit & Confidence region.
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References
Mixed logit with repeated choices: households' choices of appliance efficiency level
David Revelt,Kenneth Train +1 more
TL;DR: Mixed logit as mentioned in this paper is a generalization of standard logit that does not exhibit the restrictive independence from irrelevant alternatives property and explicitly accounts for correlations in unobserved utility over repeated choices by each customer.
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A note on the delta method
TL;DR: The delta method is an intuitive technique for approximating the moments of functions of random variables and conditions under which delta-method approximate moments are accurate.
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Applied Choice Analysis
David A. Hensher,John M. Rose,William H. Greene +2 more
- 04 Aug 2015
TL;DR: Comprehensive yet accessible, this book offers a unique introduction to anyone interested in understanding how to model and forecast the range of choices made by individuals and groups.
1.3K
Discrete Choice Models in Preference Space and Willingness-to Pay Space
Kenneth Train,Melvyn Weeks +1 more
TL;DR: In this article, the authors compare models that use normal and log-normal distributions for coefficients with models using these distributions for WTP (called models in WTP space), and find that the models in preference space fit the data better but provide less reasonable distributions of WTP than the models of preference space.