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MONOTONICITY AND CURVATURE - A BOOTSTRAPPING APPROACH AgEcon
Sauer, Johannes.
This research contributes to the ongoing discussion on functional flexibility and theoretical consistency by comparing the empirical performance of two second order flexible functional forms - the Symmetric Generalized McFadden and the Transcendental Logarithmic. It proposes an estimation procedure to enhance the domain of applicability for the Translog by a combination of matrix decomposition, classical non-linear estimation techniques as well as bootstrapping based resampling. The validity of the proposed procedure is exemplified by applying it to a sample of small-scale farmers. The results show that the range of theoretical consistency can be crucially enhanced for the Translog functional form by maintaining its flexibility and statistical...
Tipo: Conference Paper or Presentation Palavras-chave: Econometric Modeling; Flexible Functional Forms; Theoretical Consistency; Bootstrapping; Financial Economics.
Ano: 2006 URL: http://purl.umn.edu/14948
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