Statistical Approaches for Non‐parametric Frontier Models: A Guided Tour
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[1] B. Park,et al. New methods for bias correction at endpoints and boundaries , 2002 .
[2] Young K. Truong,et al. ROBUST NONPARAMETRIC FUNCTION ESTIMATION , 1994 .
[3] Léopold Simar,et al. Estimating and bootstrapping Malmquist indices , 1999, Eur. J. Oper. Res..
[4] R. Färe,et al. Profit, Directional Distance Functions, and Nerlovian Efficiency , 1998 .
[5] Seok-Oh Jeong,et al. On Convex Boundary Estimation , 2011 .
[6] R. Banker. Maximum likelihood, consistency and data envelopment analysis: a statistical foundation , 1993 .
[7] Léopold Simar,et al. A Note on the Convergence of Nonparametric DEA Efficiency Measures , 1996 .
[8] B. Park,et al. A NOTE ON THE CONVERGENCE OF NONPARAMETRIC DEA ESTIMATORS FOR PRODUCTION EFFICIENCY SCORES , 1998, Econometric Theory.
[9] A. Ruiz-Gazen,et al. ROBUST NONPARAMETRIC FRONTIER ESTIMATORS: QUALITATIVE ROBUSTNESS AND INFLUENCE FUNCTION , 2006 .
[10] Léopold Simar,et al. Stochastic panel frontiers: A semiparametric approach☆ , 1998 .
[11] Léopold Simar,et al. Nonparametric conditional efficiency measures: asymptotic properties , 2010, Ann. Oper. Res..
[12] Paul W. Wilson,et al. Detecting influential observations in data envelopment analysis , 1995 .
[13] J. Florens,et al. Functional convergence of quantile-type frontiers with application to parametric approximations , 2008 .
[14] B. Park,et al. On Polynomial Estimators of Frontiers and Boundaries , 1998 .
[15] A. U.S.,et al. FORMULATION AND ESTIMATION OF STOCHASTIC FRONTIER PRODUCTION FUNCTION MODELS , 2001 .
[16] L. Simar,et al. Nonparametric efficiency analysis: a multivariate conditional quantile approach , 2007 .
[17] David C. Wheelock,et al. Evaluating the efficiency of commercial banks: does our view of what banks do matter? , 1995 .
[18] Léopold Simar,et al. Nonparametric stochastic frontiers: A local maximum likelihood approach , 2007 .
[19] P. W. Wilson,et al. Estimation and inference in two-stage, semi-parametric models of production processes , 2007 .
[20] P. W. Wilson,et al. Inferences from Cross-Sectional, Stochastic Frontier Models , 2009 .
[21] W. Greene. Maximum likelihood estimation of econometric frontier functions , 1980 .
[22] Léopold Simar,et al. Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach , 2005 .
[23] L. Simar,et al. Linearly interpolated FDH efficiency score for nonconvex frontiers , 2006 .
[24] Léopold Simar,et al. Corrigendum to "Semiparametric-efficient estimation of AR(1) panel data models": [J. Econom. 117 (2003) 279-309] , 2003 .
[25] Paul W. Wilson,et al. The Evolution of Cost-Productivity and Efficiency Among U.S. Credit Unions , 2010 .
[26] David C. Wheelock,et al. Non-Parametric, Unconditional Quantile Estimation for Efficiency Analysis With an Application to Federal Reserve Check Processing Operations , 2007 .
[27] R. RajivD.BANKE. Estimating most productive scale size using data envelopment analysis , 2003 .
[28] Paul W. Wilson,et al. Assessing the effect of high performance computing capabilities on academic research output , 2014, Empirical Economics.
[29] B. Park,et al. Large Sample Approximation of the Distribution for Convex‐Hull Estimators of Boundaries , 2006 .
[30] Léopold Simar,et al. Of Course We Can Bootstrap DEA Scores! But Does It Mean Anything? Logic Trumps Wishful Thinking , 1999 .
[31] Robin Christopher. A New Panel Data Treatment for Heterogeneity in Time Trends , 2006 .
[32] Léopold Simar,et al. A BIAS-CORRECTED NONPARAMETRIC ENVELOPMENT ESTIMATOR OF FRONTIERS , 2009, Econometric Theory.
[33] P. Hall,et al. Estimating a Changepoint, Boundary, or Frontier in the Presence of Observation Error , 2002 .
[34] Léopold Simar,et al. How to improve the performances of DEA/FDH estimators in the presence of noise? , 2007 .
[35] Léopold Simar,et al. Directional distances and their robust versions: Computational and testing issues , 2013, Eur. J. Oper. Res..
[36] Paul W. Wilson,et al. Trends in the Efficiency of Federal Reserve Check Processing Operations , 2004 .
[37] Emmanuel Thanassoulis,et al. Introduction to the Theory and Application of Data Envelopment Analysis: A Foundation Text with Integrated Software , 2001 .
[38] Robin C. Sickles,et al. Panel Data, Factor Models, and the Solow Residual , 2011 .
[39] P. W. Wilson,et al. Some Problems with the Ferrier/Hirschberg Bootstrap Idea , 1997 .
[40] Lawrence M. Seiford,et al. Data envelopment analysis: The evolution of the state of the art (1978–1995) , 1996 .
[41] W. Cooper,et al. Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software , 1999 .
[42] D. Freedman,et al. Some Asymptotic Theory for the Bootstrap , 1981 .
[43] Qi Li. Nonparametric econometrics , 2006 .
[44] Léopold Simar,et al. WHEN BIAS KILLS THE VARIANCE: CENTRAL LIMIT THEOREMS FOR DEA AND FDH EFFICIENCY SCORES , 2014, Econometric Theory.
[45] R. Färe,et al. Theory and Application of Directional Distance Functions , 2000 .
[46] Léopold Simar,et al. A general framework for frontier estimation with panel data , 1996 .
[47] Jeffrey S. Racine,et al. Cross-Validation and the Estimation of Conditional Probability Densities , 2004 .
[48] Arnold Reisman,et al. Data envelopment analysis literature: a bibliography update (1951–2001) , 2004 .
[49] Léopold Simar,et al. Effect of FDI and Time on Catching Up: New Insights from a Conditional Nonparametric Frontier Analysis , 2015 .
[50] David C. Wheelock,et al. Why do Banks Disappear? The Determinants of U.S. Bank Failures and Acquisitions , 2000, Review of Economics and Statistics.
[51] Léopold Simar,et al. Frontier estimation in the presence of measurement error with unknown variance , 2015 .
[52] Léopold Simar,et al. Statistical inference for DEA estimators of directional distances , 2012, Eur. J. Oper. Res..
[53] B. Park,et al. THE FDH ESTIMATOR FOR PRODUCTIVITY EFFICIENCY SCORES , 2000, Econometric Theory.
[54] C. Lovell,et al. On the estimation of technical inefficiency in the stochastic frontier production function model , 1982 .
[55] W. Greene. The Econometric Approach to Efficiency Analysis , 2008 .
[56] A. Charnes,et al. Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .
[57] Léopold Simar,et al. Efficient Semiparametric Estimation in a Stochastic Frontier Model , 1994 .
[58] Léopold Simar,et al. Detecting Outliers in Frontier Models: A Simple Approach , 2003 .
[59] K. Knight. Asymptotic theory for M-estimators of boundaries , 2003 .
[60] Arnold Reisman,et al. A taxonomy for data envelopment analysis , 2004 .
[61] P. W. Wilson,et al. TESTING RESTRICTIONS IN NONPARAMETRIC EFFICIENCY MODELS , 2001 .
[62] L. Simar,et al. Robust nonparametric estimators of monotone boundaries , 2005 .
[63] G. Debreu. The Coefficient of Resource Utilization , 1951 .
[64] Paul W. Wilson,et al. Asymptotic Properties of Some Non-Parametric Hyperbolic Efficiency Estimators , 2011 .
[65] Jianqing Fan,et al. Robust Non-parametric Function Estimation , 1994 .
[66] David C. Wheelock,et al. Robust Non-Parametric Quantile Estimation of Efficiency and Productivity Change in U.S. Commercial Banking, 1985-2004 , 2007 .
[67] E. Mammen,et al. On estimation of monotone and concave frontier functions , 1999 .
[68] P. Bickel,et al. ON THE CHOICE OF m IN THE m OUT OF n BOOTSTRAP AND CONFIDENCE BOUNDS FOR EXTREMA , 2008 .
[69] Léopold Simar,et al. Boundary estimation in the presence of measurement error with unknown variance , 2010 .
[70] R. Shepherd. Theory of cost and production functions , 1970 .
[71] P. W. Wilson,et al. Two-stage DEA: caveat emptor , 2011 .
[72] Léopold Simar,et al. Probabilistic characterization of directional distances and their robust versions , 2012 .
[73] C. Thomas-Agnan,et al. NONPARAMETRIC FRONTIER ESTIMATION: A CONDITIONAL QUANTILE-BASED APPROACH , 2005, Econometric Theory.
[74] Carlos Martins-Filho,et al. A smooth nonparametric conditional quantile frontier estimator , 2008 .
[75] G. Battese,et al. ESTIMATION OF A PRODUCTION FRONTIER MODEL: WITH APPLICATION TO THE PASTORAL ZONE OF EASTERN AUSTRALIA , 1977 .
[76] Léopold Simar,et al. Parametric approximations of nonparametric frontiers , 2005 .
[77] C.A.K. Lovell,et al. Multilateral Productivity Comparisons When Some Outputs are Undesirable: A Nonparametric Approach , 1989 .
[78] L. Simar,et al. Conditional nonparametric frontier models for convex and nonconvex technologies: a unifying approach , 2007 .
[79] Paul W. Wilson,et al. FEAR: A software package for frontier efficiency analysis with R , 2008 .
[80] Timo Kuosmanen,et al. Stochastic non-smooth envelopment of data: semi-parametric frontier estimation subject to shape constraints , 2012 .
[81] Léopold Simar,et al. Statistical inference for aggregates of Farrell-type efficiencies , 2007 .
[82] Léopold Simar,et al. On Testing Equality of Distributions of Technical Efficiency Scores , 2006 .
[83] Léopold Simar,et al. Explaining inefficiency in nonparametric production models: the state of the art , 2014, Ann. Oper. Res..
[84] P. W. Wilson,et al. Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models , 1998 .
[85] S. Afriat. Efficiency Estimation of Production Function , 1972 .
[86] P. W. Wilson,et al. Inference by the m out of n bootstrap in nonparametric frontier models , 2011 .
[87] J. Florens,et al. Regularization of Nonparametric Frontier Estimators , 2012 .
[88] Léopold Simar,et al. Testing whether two-stage estimation is meaningful in non-parametric models of production , 2010 .
[89] J. Florens,et al. Nonparametric frontier estimation: a robust approach , 2002 .
[90] R. Färe,et al. Efficiency and Productivity: Malmquist and More , 2008 .
[91] Harold O. Fried,et al. The Measurement of Productive Efficiency and Productivity Growth , 2008 .
[92] Leâ Opold Simar,et al. A general methodology for bootstrapping in non-parametric frontier models , 2000 .
[93] Léopold Simar,et al. Estimation and inference in cross-sectional, stochastic frontier models , 2005 .
[94] Rajiv D. Banker,et al. Returns to scale in different DEA models , 2004, Eur. J. Oper. Res..
[95] Léopold Simar,et al. A Computationally Efficient, Consistent Bootstrap for Inference with Non-parametric DEA Estimators , 2011 .
[96] I. Gijbels,et al. Robustness and inference in nonparametric partial frontier modeling , 2011 .
[97] Abraham Charnes,et al. Measuring the efficiency of decision making units , 1978 .
[98] Léopold Simar,et al. FDH Efficiency Scores from a Stochastic Point of View , 1997 .
[99] J. Florens,et al. Frontier estimation and extreme values theory , 2010, 1011.5722.
[100] P. W. Wilson. Detecting Outliers in Deterministic Nonparametric Frontier Models with Multiple Outputs , 1993 .
[101] Léopold Simar,et al. Estimating efficiencies from frontier models with panel data: A comparison of parametric, non-parametric and semi-parametric methods with bootstrapping , 1992 .
[102] Timo Kuosmanen. Representation Theorem for Convex Nonparametric Least Squares , 2008, Econometrics Journal.
[103] Marcus Porembski,et al. Visualizing Efficiency and Reference Relations in Data Envelopment Analysis with an Application to the Branches of a German Bank , 2005 .
[104] Léopold Simar,et al. Forecasting the Malmquist productivity index , 2008 .
[105] Joseph P. Romano,et al. On the asymptotic theory of subsampling , 1999 .
[106] Léopold Simar,et al. How to measure the impact of environmental factors in a nonparametric production model , 2012, Eur. J. Oper. Res..
[107] Kevin Q. Brown,et al. Voronoi Diagrams from Convex Hulls , 1979, Inf. Process. Lett..
[108] Léopold Simar,et al. Measuring firm performance using nonparametric quantile-type distances , 2017 .
[109] Emmanuel Thanassoulis,et al. Introduction to the theory and application of data envelopment analysis , 2001 .
[110] Léopold Simar,et al. Nonparametric least squares methods for stochastic frontier models , 2017 .
[111] Léopold Simar,et al. Semiparametric efficient estimation of dynamic panel data models , 2007 .
[112] Léopold Simar,et al. Local likelihood estimation of truncated regression and its partial derivatives: theory and application , 2008 .
[113] Yanqin Fan,et al. Semiparametric Estimation of Stochastic Production Frontier Models , 1996 .
[114] L. Simar,et al. Stochastic FDH/DEA estimators for frontier analysis , 2008 .
[115] Léopold Simar,et al. Aspects of statistical analysis in DEA-type frontier models , 1996 .
[116] Rajiv D. Banker,et al. Efficiency Analysis for Exogenously Fixed Inputs and Outputs , 1986, Oper. Res..
[117] C. Lovell,et al. Stochastic Frontier Analysis: Frontmatter , 2000 .
[118] P. W. Wilson,et al. Asymptotics for DEA estimators in non-parametric frontier models , 2003 .
[119] Léopold Simar,et al. Non-parametric tests of returns to scale , 2002, Eur. J. Oper. Res..
[120] G. Battese,et al. Metafrontier frameworks for the study of firm-level efficiencies and technology ratios , 2008 .
[121] Paul W. Wilson,et al. Explaining Bank Failures: Deposit Insurance, Regulation, and Efficiency , 1993 .
[122] R. Färe,et al. The measurement of efficiency of production , 1985 .
[123] Irène Gijbels,et al. Estimating Frontier Cost Models Using Extremiles , 2011 .
[124] Léopold Simar,et al. Optimal bandwidth selection for conditional efficiency measures: A data-driven approach , 2010, Eur. J. Oper. Res..
[125] Seok-Oh Jeong,et al. ASYMPTOTIC DISTRIBUTION OF CONICAL-HULL ESTIMATORS OF DIRECTIONAL EDGES , 2010 .
[126] W. Meeusen,et al. Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error , 1977 .
[127] Léopold Simar,et al. Semiparametric efficient estimation of AR(1) panel data models. , 2003 .
[128] Léopold Simar,et al. Frontier estimation in nonparametric location-scale models , 2014 .
[129] Rajiv D. Banker,et al. Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis , 2008, Oper. Res..
[130] A.A.R. Madhavi,et al. Efficiency Estimation of Production Functions , 2013 .
[131] Peter Schmidt,et al. A Monte Carlo study of estimators of stochastic frontier production functions , 1980 .
[132] Léopold Simar,et al. On estimation of monotone and convex boundaries , 1995 .
[133] Léopold Simar,et al. Iterated bootstrap with applications to frontier models , 1995 .
[134] P. W. Wilson,et al. Estimation and Inference in Nonparametric Frontier Models: Recent Developments and Perspectives , 2013 .
[135] A. Tsybakov,et al. Efficient Estimation of Monotone Boundaries , 1995 .