Published theoretical articles
Kuosmanen, T. (2008): "Representation theorem for convex nonparametric least squares", The Econometrics Journal 11, 308-325.
Kuosmanen, T., and A. Johnson (2010): "Data envelopment analysis as nonparametric least squares regression", Operations Research 58(1): 149-160.
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.
Johnson, A.L., and T. Kuosmanen (2011): "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 36(2), 219-230.
Johnson, A.L., and T. Kuosmanen (2012): "One-Stage and Two-Stage DEA Estimation of the Effects of Contextual Variables", European Journal of Operational Research 220(2), 559–570.
Published applied articles
Kuosmanen, T. (2012): "Stochastic semi-nonparametric frontier estimation of electricity distribution networks: Application of the StoNED method in the Finnish regulatory model," Energy Economics, in press. (WP version).
Mekaroonreung, M., and A.L. Johnson (2012): "Estimating the Shadow Prices of SO2 and NOx for U.S. Coal Power Plants: A Convex Nonparametric Least Squares Approach", Energy Economics, in press.
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.
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.
Other papers related to StoNED
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.
Kortelainen, M. (2008): "Estimation of semiparametric stochastic frontiers under shape constraints with application to pollution generating technologies", University of Joensuu, Economics Discussion Paper #55.
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.