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Production and Efficiency Analysis with R
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Catalogue Information
Field name
Details
Dewey Class
330.015195
Title
Production and Efficiency Analysis with R ([EBook]) / by Andreas Behr.
Author
Behr, Andreas
Other name(s)
SpringerLink (Online service)
Edition statement
1st ed. 2015.
Publication
Cham : : Springer International Publishing : : Imprint: Springer, , 2015.
Physical Details
X, 227 p. 49 illus. : online resource.
ISBN
9783319205021
Summary Note
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.:
Contents note
Introduction -- Linear Production Model -- Production Functions -- Production Functions with Panel Data -- Introduction to Linear Programming -- Data Envelopment Analysis -- Stochastic Data Envelopment Analysis -- Stochastic Frontier Analysis -- Panel Data Stochastic Frontier Analysis.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
http://dx.doi.org/10.1007/978-3-319-20502-1
Links to Related Works
Subject References:
Decision making
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Econometrics
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Industrial and Production Engineering
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Industrial engineering
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Operation Research/Decision Theory
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Operations Management
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Operations research
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Production engineering
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Production management
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Statistics
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Statistics for Business/Economics/Mathematical Finance/Insurance
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Authors:
Behr, Andreas
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Corporate Authors:
SpringerLink (Online service)
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Classification:
330.015195
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