BAYESIAN APPROACH IN MULTINOMIAL PROBIT MODEL: INVESTIGATION OF COOKING OIL CONSUMPTION IN TURKEY
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Research Article
VOLUME: 19 ISSUE: 2
P: 441 - 459
December 2017

BAYESIAN APPROACH IN MULTINOMIAL PROBIT MODEL: INVESTIGATION OF COOKING OIL CONSUMPTION IN TURKEY

Trakya Univ J Soc Sci 2017;19(2):441-459
No information available.
No information available
Received Date: 05.10.2016
Accepted Date: 28.11.2017
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Abstract

In this study, it was aimed to determine the factors effecting oil consumption in Turkey utilizing the TurkStat’s Household Budget Survey of 2009. Multinomial Probit model was fitted to the data, and model parameters were estimated using maximum likelihood and bayesian approaches. While the significance and signs of parameters estimated by both approaches exhibited similarities, the magnitudes of parameter estimates are observed differently.

Keywords:
Households, Bayesian Approach, Multinomial Probit Model, Turkey