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Record Nr. |
UNINA9910300251303321 |
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Autore |
Behr Andreas |
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Titolo |
Production and Efficiency Analysis with R / / by Andreas Behr |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
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ISBN |
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Edizione |
[1st ed. 2015.] |
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Descrizione fisica |
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1 online resource (X, 227 p. 49 illus.) |
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Disciplina |
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Soggetti |
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StatisticsĀ |
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 |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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 |
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