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Modelling attribute non-attendance in choice experiments for rural landscape valuation

Abstract
Non-market effects of agriculture are often estimated using discrete choice models from stated preference surveys. In this context we propose two ways of modelling attribute non-attendance. The first involves constraining coefficients to zero in a latent class framework, whereas the second is based on stochastic attribute selection and grounded in Bayesian estimation. Their implications are explored in the context of a stated preference survey designed to value landscapes in Ireland. Taking account of attribute non-attendance with these data improves fit and tends to involve two attributes one of which is likely to be cost, thereby leading to substantive changes in derived welfare estimates.
Type
Journal Article
Type of thesis
Series
Citation
Scarpa, R., Gilbride, T. J., Campbell, D. & Hensher, D. A. (2009). Modelling attribute non-attendance in choice experiments for rural landscape valuation. European Review of Agricultural Economics, 36(2), 151-174.
Date
2009
Publisher
Oxford University Press
Degree
Supervisors
Rights