Production and Efficiency Analysis with R

Business & Finance, Economics, Statistics, Management & Leadership, Production & Operations Management, Nonfiction, Science & Nature, Mathematics
Cover of the book Production and Efficiency Analysis with R by Andreas Behr, Springer International Publishing
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Author: Andreas Behr ISBN: 9783319205021
Publisher: Springer International Publishing Publication: January 9, 2016
Imprint: Springer Language: English
Author: Andreas Behr
ISBN: 9783319205021
Publisher: Springer International Publishing
Publication: January 9, 2016
Imprint: Springer
Language: English

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.

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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.

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