04060nam 22008295 450 991030025130332120251116145704.03-319-20502-110.1007/978-3-319-20502-1(CKB)3710000000580380(SSID)ssj0001616852(PQKBManifestationID)16347251(PQKBTitleCode)TC0001616852(PQKBWorkID)14920173(PQKB)10975381(DE-He213)978-3-319-20502-1(MiAaPQ)EBC6312615(MiAaPQ)EBC5578755(Au-PeEL)EBL5578755(OCoLC)1066192905(PPN)191696218(EXLCZ)99371000000058038020160109d2015 u| 0engurnn#008mamaatxtccrProduction and Efficiency Analysis with R /by Andreas Behr1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (X, 227 p. 49 illus.)Bibliographic Level Mode of Issuance: Monograph3-319-20501-3 Includes bibliographical references and index.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.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.StatisticsProduction managementIndustrial engineeringProduction engineeringOperations researchDecision makingEconometricsR (Computer program language)Statistics for Business, Management, Economics, Finance, Insurancehttps://scigraph.springernature.com/ontologies/product-market-codes/S17010Operations Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/519000Industrial and Production Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T22008Operations Research/Decision Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/521000Econometricshttps://scigraph.springernature.com/ontologies/product-market-codes/W29010Statistics.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.Econometrics.658.500727Behr Andreasauthttp://id.loc.gov/vocabulary/relators/aut755622MiAaPQMiAaPQMiAaPQBOOK9910300251303321Production and efficiency analysis with R1522717UNINA