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An Exogeneity Test for the Simultaneous Equation Tobit Model With an Application to Labour Supply

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Author Info
Richard Smith
Richard Blundell

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Abstract

A test of weak exogeneity in the simultaneous equation Tobit model is proposed and illustrated using a female labour supply model estimated using cross-section data. The test statistic can be simply output from any standard Tobit maximum likelihood package, and is asymptotically efficient. The procedure provides consistent estimators for the simultaneous Tobit model whose asymptotic covariance matrix is a simple extension of the usual Tobit formula. We also provide the Lagrange Multiplier test of weak exogeneity.

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Publisher Info
Paper provided by Queen's University, Department of Economics in its series Working Papers with number 546.

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Length: 24
Date of creation: 1983
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Handle: RePEc:qed:wpaper:546

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  1. Adrian Pagan, 1985. "Two Stage and Related Estimators and Their Applications," Cowles Foundation Discussion Papers 741, Cowles Foundation, Yale University. [Downloadable!]
    Other versions:
  2. Xiaodi Xie, 1997. "Children and female labour supply behaviour," Applied Economics, Taylor and Francis Journals, vol. 29(10), pages 1303-1310, October. [Downloadable!] (restricted)
  3. de la Briere, Benedicte & de Janvry, Alain & Lambert, Sylvie & Sadoulet, Elisabeth, 1997. "Why do migrants remit?," FCND discussion papers 37, International Food Policy Research Institute (IFPRI). [Downloadable!]
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