Advanced Robust and Nonparametric Methods in Efficiency Analysis. Methodology and Applications

Cover del libro: “Léopold Simar is a pioneer. For over a decade he and a succession of talented co-authors have been addressing the shortcomings of the increasingly popular field of nonparametric frontier analysis for producer performance evaluation. The shortcomings of nonparametric frontier models include their deterministic and non-statistical nature, their sensitivity to outliers and extreme values, the absence of parameters that would enhance economic interpretation, and the lack of suitable techniques for incorporating exogenous influences on performance. This book, written with Cinzia Daraio, develops theoretical and empirical techniques for dealing with each. The problems are difficult and the analysis is advanced, but Simar and Daraio have delivered on their claim to have written a book that is both rigorous and readable. This original contribution will change the field.” – C. A. Knox Lovell “Léopold Simar is an established star in the productivity/efficiency field. He is like a fine vintage wine– a pleasure to drink today. Cinzia Daraio is a rising star. She is like a new wine from an established vineyard – excellent today, even better tomorrow. Cinzia and Léopold combine forces in this book. The result is a treat to drink, worthy of a feast. It is a sumptuous presentation of new research that embeds the nonparametric approach to efficiency measurement into a statistical framework. Enjoy.” – Harold O. Fried David L. and Beverly B. Yunich Chair of Business Ethics, Professor of Economics, Union College