haku: @indexterm estimation / yhteensä: 433
viite: 17 / 433
Tekijä:Balcombe, K.
Chalak, A.
Fraser, I.
Otsikko:Model selection for the mixed logit with Bayesian estimation
Lehti:Journal of Environmental Economics and Management
2009 : MAR, VOL. 57:2, p. 226-237
Asiasana:environmental economics
models
methodology
estimation
Vapaa asiasana:mixed logit
willingness-to-pay
Kieli:eng
Tiivistelmä:This paper employs the mixed logit (ML) using Bayesian methods to examine willingness-to-pay (WTP) to consume bread produced with reduced levels of pesticides in order to ameliorate environmental quality, from data generated by a choice experiment. The marginal likelihood is used as preferable for Bayesian model comparison and testing. Models including constant and random parameters for a set of distributions are considered, along with models in 'preference space' and 'WTP space', and those allowing for misreporting.
There is found strong support for the ML estimated in WTP space, and little support for fixing the price coefficient a common practice advocated and adopted in the environmental economics literature. There is weak evidence for misreporting.
SCIMA tietueen numero: 274329
lisää koriin
SCIMA