Second stage DEA: Comparison of approaches for modelling the DEA score

By Ayoe Hoff. European Journal of Operational Research, 2007

589 citations recorded by the source corpus.

Subfields: General Agricultural and Biological Sciences, Management Science and Operations Research, Ocean Engineering

View Paper: https://www.semanticscholar.org/paper/fac8b93232074df681ef3a06e2372b8fbc75543e

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In General Agricultural and Biological Sciences

In Management Science and Operations Research

In Ocean Engineering

Citations in the corpus

A general class of zero-or-one inflated beta regression models (2011, methodology): “Closely related to our work are the papers by Hoff (2007) and Cook et al.”
Fractional regression models for second stage DEA efficiency analyses (2010, methodology): “In contrast to Hoff (2007) and McDonald (2009), who considered only the logit fractional regression model, we analyze several alternative functional forms that may be more useful for dealing with the typical asymmetric nature of DEA scores.”
Inflated beta distributions (2007, background): “Therefore, (8) is the canonical representation of the BEINF distribution in the four-parameter exponential family of full rank.”
A Network DEA Model with Super Efficiency and Undesirable Outputs: An Application to Bank Efficiency in China (2014, background): “Hoff [45] makes a specialized comparison on the selection between OLS and Tobit model, and points out that the judgment of two-limit is incorrect because it is possible for the efficiency score to value at 1 but impossible to value at 0.”
Using least squares and tobit in second stage DEA efficiency analyses (2009, methodology): “In an interesting paper, Hoff (2007) advocates using tobit and ordinary least squares (OLS) in second stage data envelopment analysis (DEA) efficiency analyses stating “It is firstly concluded that the tobit approach will in most cases be sufficient in representing second stage DEA models.”
On the comparative performance of socially responsible and Islamic mutual funds (2014, background): “As summarized in Simar and Wilson (2011), this literature kept on expanding to include Banker and Natarajan (2008), Hoff (2007), McDonald (2009), or Ramalho et al. (2010), among others.”
Two-stage DEA: caveat emptor (2011, methodology): “(A.9) Recalling that γ = 2/(p+ q + 1) for the VRS case, it is obvious that √ n ( β̂ ∗ − β ) does not converge to zero, as claimed in the proof of Proposition 1 of BN, but instead converges to a strictly positive constant for p + q = 3, and converges to infinity for p + q > 3.”