Efficiency of hospitals in the Czech Republic: Conditional efficiency approach

[1]  Kankana Mukherjee,et al.  Market Structure and Technical Efficiency in the Hospital Services Industry: A DEA Approach , 2006, Medical care research and review : MCRR.

[2]  Léopold Simar,et al.  Explaining inefficiency in nonparametric production models: the state of the art , 2014, Ann. Oper. Res..

[3]  J. Florens,et al.  Nonparametric frontier estimation: a robust approach , 2002 .

[4]  Nickolaos G. Tzeremes,et al.  A conditional nonparametric analysis for measuring the efficiency of regional public healthcare delivery: an application to Greek prefectures. , 2011, Health policy.

[5]  Jeffrey S. Racine,et al.  Consistent Significance Testing for Nonparametric Regression , 1997 .

[6]  P. Jakubik,et al.  Systemic Event Prediction by Early Warning System , 2014 .

[7]  M. Kortelainen,et al.  What explains the performance of students in a heterogeneous environment? Conditional efficiency estimation with continuous and discrete environmental variables , 2013 .

[8]  Annika Herr,et al.  Profit efficiency and ownership of German hospitals. , 2011, Health economics.

[9]  Jeffrey S. Racine,et al.  Cross-Validation and the Estimation of Conditional Probability Densities , 2004 .

[10]  Yasar A. Ozcan,et al.  Data Envelopment Analysis Comparison of Hospital Efficiency and Quality , 2008, Journal of Medical Systems.

[11]  A. Worthington,et al.  Frontier Efficiency Measurement in Health Care: A Review of Empirical Techniques and Selected Applications , 2004, Medical care research and review : MCRR.

[12]  Jos L. T. Blank,et al.  Environmental factors and productivity on Dutch hospitals: a semi-parametric approach , 2009, Health care management science.

[13]  Jeffrey S. Racine,et al.  Nonparametric estimation of regression functions with both categorical and continuous data , 2004 .

[14]  Léopold Simar,et al.  Optimal bandwidth selection for conditional efficiency measures: A data-driven approach , 2010, Eur. J. Oper. Res..

[15]  P. W. Wilson,et al.  Estimation and inference in two-stage, semi-parametric models of production processes , 2007 .

[16]  R. Jacobs,et al.  Alternative Methods to Examine Hospital Efficiency: Data Envelopment Analysis and Stochastic Frontier Analysis , 2001, Health care management science.

[17]  Léopold Simar,et al.  How to measure the impact of environmental factors in a nonparametric production model , 2012, Eur. J. Oper. Res..

[18]  Léopold Simar,et al.  Advanced Robust and Nonparametric Methods in Efficiency Analysis: Methodology and Applications , 2007 .

[19]  Jeffrey S. Racine,et al.  CROSS-VALIDATED LOCAL LINEAR NONPARAMETRIC REGRESSION , 2004 .

[20]  J. Hart,et al.  Testing the Significance of Categorical Predictor Variables in Nonparametric Regression Models , 2006 .

[21]  Nils Janlöv.  Swedish Health Care Performance – Quantity versus Quality , 2007 .

[22]  Iain Paterson,et al.  Measuring Hospital Efficiency in Austria – A DEA Approach , 2002, Health care management science.

[23]  Léopold Simar,et al.  Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach , 2005 .

[24]  J. Aitchison,et al.  Multivariate binary discrimination by the kernel method , 1976 .

[25]  P. W. Wilson.  Detecting Outliers in Deterministic Nonparametric Frontier Models with Multiple Outputs , 1993 .

[26]  Jeffrey S. Racine,et al.  Nonparametric Estimation of Conditional CDF and Quantile Functions With Mixed Categorical and Continuous Data , 2008 .

[27]  V. Valdmanis,et al.  Is more better? An analysis of hospital outcomes and efficiency with a DEA model of output congestion , 2008, Health care management science.