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Published theoretical articles
Johnson, A.L., and T. Kuosmanen (2012): "One-Stage Estimation of the Effects of Operational Conditions and Practices on
Productive Performance: Asymptotically Normal and Efficient, Root-n Consistent StoNEZD method",
Journal of Productivity Analysis, forthcoming.
Kuosmanen, T., and M. Kortelainen (2011): "Stochastic
Non-Smooth Envelopment of Data: Semi-Parametric Frontier Estimation Subject to Shape Constraints",
Journal of Productivity Analysis, forthcoming.
Kuosmanen, T., and A. Johnson (2010): "Data
Envelopment Analysis as Nonparametric Least Squares Regression",
Operations Research 58(1): 149-160.
Kuosmanen, T. (2008): "Representation
Theorem for Convex Nonparametric Least Squares",
The Econometrics Journal 11, 308-325.
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Published applied articles
Kuosmanen, T., and N. Kuosmanen (2009):
"Role of Benchmark Technology in Sustainable Value Analysis: An Application to Finnish Dairy Farms”,
Agricultural and Food Science 18(3-4), 302-316.
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Original working papers that introduced StoNED
Kuosmanen, T. (2006): "Stochastic
Nonparametric Envelopment of Data: Combining Virtues of SFA and DEA in a Unified Framework",
MTT Discussion Paper No. 3/2006.
Kuosmanen, T., and M. Kortelainen (2007): "Stochastic
Nonparametric Envelopment of Data: Cross-sectional frontier estimation subject to shape constraints",
University of Joensuu, Economics Discussion Paper No. 46.
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Other papers related to StoNED
Johnson, A.L., and T. Kuosmanen (2009): "How Operational Conditions and Practices Affect Productive Performance?
Efficient Semi-Parametric One-Stage Estimators",
SSRN working paper (November 2, 2009).
Kuosmanen, T., and M. Fosgerau (2009):
"Neoclassical versus Frontier Production Models? Testing for the Presence of Inefficiencies in the Regression Residuals”,
Scandinavian Journal of Economics 111(2), 317-333.
Kuosmanen, T., and N. Kuosmanen (2009):
“How Not to Measure Sustainable Value (and How One Might)?”,
Ecological Economics 69, 235–243.
Kortelainen, M. (2008): "Estimation
of Semiparametric Stochastic Frontiers Under Shape Constraints with Application to Pollution Generating Technologies",
University of Joensuu, Economics Discussion Paper #55.
Kortelainen, M. (2008): "Production
Frontier Methods in Environmental Performance Measurement and Analysis",
University of Joensuu, Doctoral Dissertation.
Kuosmanen, T. (2007): "Stochastic
Nonparametric Envelopment of Panel Data: Frontier Estimation with Fixed and Random Effects Approaches",
paper presented at EWEPA X, June 27-30, 2007, Lille, France.
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