2006
DOI: 10.1111/j.1467-8276.2006.00861.x
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An Ordered Tobit Model of Market Participation: Evidence from Kenya and Ethiopia

Abstract: Do rural households in developing countries make market participation and volume decisions simultaneously or sequentially? This article develops a two-stage econometric method to test between these two competing hypotheses regarding household-level marketing behavior. The first stage models the household's choice of whether to be a net buyer, autarkic, or a net seller in the market. The second stage models the quantity bought (sold) for net buyers (sellers) based on observable household characteristics. Using … Show more

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Cited by 234 publications
(151 citation statements)
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“…In addition, as an anonymous reviewer emphasized, constraining the variance term in a single equation to equal one is not the same as deriving the proper form of the posterior or even the sampling distribution of the cross-equation correlation matrix. However, the same criticism could be levelled at previously published, respectable empirical work (see, e.g., Maddala 1983 or Bellemare andBarrett 2006). This problem-the one of constraining a single quantity in an inverted-Wishart-distributed covariance matrix-is important in multinomial settings and has generated some interest in Bayesian circles (Linnardakis and Dellaportas 2003;Nobile 2000;Smith and Hocking 1972).…”
Section: Modeling Adaptation To Climate Changementioning
confidence: 87%
“…In addition, as an anonymous reviewer emphasized, constraining the variance term in a single equation to equal one is not the same as deriving the proper form of the posterior or even the sampling distribution of the cross-equation correlation matrix. However, the same criticism could be levelled at previously published, respectable empirical work (see, e.g., Maddala 1983 or Bellemare andBarrett 2006). This problem-the one of constraining a single quantity in an inverted-Wishart-distributed covariance matrix-is important in multinomial settings and has generated some interest in Bayesian circles (Linnardakis and Dellaportas 2003;Nobile 2000;Smith and Hocking 1972).…”
Section: Modeling Adaptation To Climate Changementioning
confidence: 87%
“…The Heckman two-step selection econometric models were used to analyse the determinants of milk market participation and volume of sales to the milk collection centre. The specification of the econometric models used in the study followed literature on empirical studies of selectivity models (Goetz, 1992;Key, Sadoulet, & De Janvry, 2000;Holloway, Nicholson, Delgado, Staal, & Ehui, 2004;Bellemare & Barrett, 2006). The Heckman two-step is part of the selectivity models, in which the decision to participate in milk markets can be seen as a sequential two-stage decision making process.…”
Section: Discussionmentioning
confidence: 99%
“…While some authors take these decisions as being simultaneous, implying that the same vector of parameters determines both decisions, other studies in the literature assume sequential decisions. In this case, the two decisions are determined by a different set of explanatory variables (Bellemare and Barrett, 2006).…”
Section: Methodsmentioning
confidence: 99%