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  • Textbook
  • © 2015

Production and Efficiency Analysis with R

Authors:

  • Elaborates on theoretical and empirical production and efficiency analysis
  • Applies methods to sample data sets using the statistical software R
  • Helps to understand the methods by employing small simulations and step-by-step programming
  • Features exercises and recommended further reading for each chapter

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-x
  2. Introduction

    • Andreas Behr
    Pages 1-32
  3. Linear Production Model

    • Andreas Behr
    Pages 33-56
  4. Production Functions

    • Andreas Behr
    Pages 57-82
  5. Production Functions with Panel Data

    • Andreas Behr
    Pages 83-111
  6. Linear Programming

    • Andreas Behr
    Pages 113-134
  7. Data Envelopment Analysis

    • Andreas Behr
    Pages 135-159
  8. Stochastic Data Envelopment Analysis

    • Andreas Behr
    Pages 161-182
  9. Stochastic Frontier Analysis

    • Andreas Behr
    Pages 183-201
  10. Panel Data Stochastic Frontier Analysis

    • Andreas Behr
    Pages 203-222
  11. Back Matter

    Pages 223-227

About this book

This textbook introduces essential topics and techniques in production and efficiency analysis and shows how to apply these methods using the statistical software R. Numerous small simulations lead to a deeper understanding of random processes assumed in the models and of the behavior of estimation techniques. Step-by-step programming provides an understanding of advanced approaches such as stochastic frontier analysis and stochastic data envelopment analysis. The text is intended for master students interested in empirical production and efficiency analysis. Readers are assumed to have a general background in production economics and econometrics, typically taught in introductory microeconomics and econometrics courses.

Authors and Affiliations

  • Faculty of Business Admin. and Economics, University of Duisburg-Essen, Essen, Germany

    Andreas Behr

About the author

Prof. Dr. Andreas Behr has held a chair for Statistics at the University Duisburg-Essen since 2009. He studied economics and business administration in Frankfurt/Main, where he received his doctoral degree for a thesis on intra-industry trade. After spending three months as visiting researcher in Fukuoka, Japan, he completed his postdoctoral thesis on investment and liquidity constraints in Frankfurt. From 2003-2008 he taught at Muenster University. His research interests include efficiency analysis, economics statistics, panel data analysis and survey methods.


Bibliographic Information

Buy it now

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 89.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access