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Production and Efficiency Analysis with R / / by Andreas Behr



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Autore: Behr Andreas Visualizza persona
Titolo: Production and Efficiency Analysis with R / / by Andreas Behr Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Edizione: 1st ed. 2015.
Descrizione fisica: 1 online resource (X, 227 p. 49 illus.)
Disciplina: 658.500727
Soggetto topico: Statistics 
Production management
Industrial engineering
Production engineering
Operations research
Decision making
Econometrics
R (Computer program language)
Statistics for Business, Management, Economics, Finance, Insurance
Operations Management
Industrial and Production Engineering
Operations Research/Decision Theory
Note generali: Bibliographic Level Mode of Issuance: Monograph
Nota di bibliografia: Includes bibliographical references and index.
Nota di contenuto: 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.
Sommario/riassunto: 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.
Titolo autorizzato: Production and efficiency analysis with R  Visualizza cluster
ISBN: 3-319-20502-1
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910300251303321
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