Stochastic frontier analysis:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cambridge
Cambridge Univ. Pr.
2003
|
| Edition: | 1. paperback ed. |
| Subjects: | |
| Online Access: | Sample text Publisher description Table of contents Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references (p. 311-327) and indexes |
| Physical Description: | X, 333 S. graph. Darst. |
| ISBN: | 0521481848 |
Staff View
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Record in the Search Index
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| adam_text | Titel: Stochastic frontier analysis
Autor: Kumbhakar, Subal
Jahr: 2003
Contents Preface page ix Introduction 1 1.1 The Objectives of the Book 1 1.2 A Brief History of Thought 1.2.1 Intellectual Antecedents of Stochastic 4 Frontier Analysis 5 1.2.2 The Origins of Stochastic Frontier Analysis 8 1.2.3 Developments in Stochastic Frontier Analysis since 1977 9 1.3 The Organization of the Book 11 Analytical Foundations 15 2.1 Introduction 15 2.2 Production Technology 18 2.2.1 Representing Technology with Sets 18 2.2.2 Production Frontiers 25 2.2.3 Distance Functions 28 2.2.4 Cost, Revenue, and Profit Frontiers 2.2.5 Variable Cost Frontiers and Variable 32 Profit Frontiers 40 2.3 Technical Efficiency 2.3.1 Definitions and Measures of Technical 42 Efficiency 42 V
VI Contents 2.3.2 Single-Output Production Frontiers and the Measurement of Technical Efficiency 46 2.3.3 Multiple-Output Distance Functions and the Measurement of Technical Efficiency 48 2.4 Economic Efficiency 50 2.4.1 Cost Frontiers and Cost Efficiency 51 2.4.2 Revenue Frontiers and Revenue Efficiency 54 2.4.3 Profit Frontiers and Profit Efficiency 57 2.4.4 Variable Cost Efficiency and Variable Profit Efficiency 60 2.5 A Guide to the Literature 61 The Estimation of Technical Efficiency 63 3.1 Introduction 63 3.2 Cross-Sectional Production Frontier Models 64 3.2.1 Deterministic Production Frontiers 66 3.2.2 Stochastic Production Frontiers 72 3.2.3 Stochastic Distance Functions 93 3.3 Panel Data Production Frontier Models 95 3.3.1 Time-Invariant Technical Efficiency 97 3.3.2 Time-Varying Technical Efficiency 108 3.4 Stochastic Production Frontier Models with Heteroskedasticity 115 3.4.1 Heteroskedastic Cross-Sectional Models 116 3.4.2 Heteroskedastic Panel Data Models with Time-Invariant Technical Efficiency 122 3.4.3 Heteroskedastic Panel Data Models with Time-Varying Technical Efficiency 126 3.5 A Guide to the Literature 130 The Estimation and Decomposition of Cost Efficiency 131 4.1 Introduction 131 4.2 Cross-Sectional Cost Frontier Models 136
Contents vii 4.2.1 Single-Equation Cost Frontier Models 136 4.2.1.1 The Single-Output Cobb- Douglas Cost Frontier 138 4.2.1.2 The Multiple-Output Translog Cost Frontier 143 4.2.1.3 The Single-Output Translog Variable Cost Frontier 144 4.2.2 Simultaneous-Equation Cost Frontier Models 146 4.2.2.1 Single-Output Cobb-Douglas Cost Systems 147 4.2.2.2 The Multiple-Output Translog Cost System 154 4.2.3 Decomposing Cost Inefficiency 158 4.3 Panel Data Cost Frontier Models 166 4.3.1 Single-Equation Cost Frontier Models 167 4.3.2 Simultaneous-Equation Cost Frontier Models 170 4.4 Two Additional Approaches to the Estimation of Cost Efficiency 175 4.4.1 Thick Frontier Analysis 176 4.4.2 A Distribution-Free Approach 179 4.5 A Guide to the Literature 182 5 The Estimation and Decomposition of Profit Efficiency 184 5.1 Introduction 184 5.2 Single-Output Models 186 5.2.1 The Primal Production Frontier Approach 186 5.2.2 The Dual Variable Profit Frontier Approach 192 5.3 Multiple-Output Models 205 5.3.1 The Primal Distance Function Approach 205 5.3.2 The Dual Variable Profit Frontier Approach 209 5.4 Alternative Profit Frontiers 212 5.5 A Guide to the Literature 214 6 The Shadow Price Approach to the Estimation and Decomposition of Economic Efficiency 216
Contents viii 6.1 Introduction 216 6.2 Cross-Sectional Models 218 6.2.1 Estimating and Decomposing Cost Inefficiency 221 6.2.2 Estimating and Decomposing Profit Inefficiency 239 6.3 Panel Data Models 254 6.3.1 Estimating and Decomposing Cost Inefficiency 255 6.3.2 Estimating and Decomposing Profit Inefficiency 258 6.4 A Guide to the Literature 259 7 Incorporating Exogenous Influences on Efficiency 261 7.1 Introduction 261 7.2 Early Approaches to the Incorporation of Exogenous Influences 262 7.3 Recent Approaches to the Incorporation of Exogenous Influences 266 7.4 A Guide to the Literature 277 8 The Estimation of Efficiency Change and Productivity Change 279 8.1 Introduction 279 8.2 The Primal (Production Frontier) Approach 281 8.2.1 The Analytical Framework 282 8.2.2 Estimation and Decomposition 285 8.3 A Dual (Cost Frontier) Approach 287 8.3.1 The Analytical Framework 288 8.3.2 Estimation and Decomposition 294 8.3.3 An Extension to Multiple Outputs 296 8.4 A Dual (Profit Frontier) Approach 299 8.4.1 The Analytical Framework 299 8.4.2 Estimation and Decomposition 302 8.4.3 An Extension to Multiple Outputs 306 8.5 A Guide to the Literature 307 References 311 Author Index 329 Subject Index 332
|
| any_adam_object | 1 |
| author | Kumbhakar, Subal Lovell, C. A. Knox |
| author_GND | (DE-588)122150058 |
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| edition | 1. paperback ed. |
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| spelling | Kumbhakar, Subal Verfasser (DE-588)122150058 aut Stochastic frontier analysis Subal C. Kumbhakar, C.A. Knox Lovell 1. paperback ed. Cambridge Cambridge Univ. Pr. 2003 X, 333 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references (p. 311-327) and indexes Stochastische Analysis - Ökonometrie - Produktion Ökonometrie - Produktion Production (Economic theory) Stochastic analysis Econometrics Produktion (DE-588)4047347-8 gnd rswk-swf Produktionstheorie (DE-588)4121520-5 gnd rswk-swf Ökonometrie (DE-588)4132280-0 gnd rswk-swf Stochastische Analysis (DE-588)4132272-1 gnd rswk-swf Produktion (DE-588)4047347-8 s Ökonometrie (DE-588)4132280-0 s Stochastische Analysis (DE-588)4132272-1 s DE-604 Produktionstheorie (DE-588)4121520-5 s 1\p DE-604 Lovell, C. A. Knox Verfasser aut http://www.loc.gov/catdir/samples/cam032/99031297.html Sample text http://www.loc.gov/catdir/description/cam0210/99031297.html Publisher description http://www.loc.gov/catdir/toc/cam026/99031297.html Table of contents HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009945001&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kumbhakar, Subal Lovell, C. A. Knox Stochastic frontier analysis Stochastische Analysis - Ökonometrie - Produktion Ökonometrie - Produktion Production (Economic theory) Stochastic analysis Econometrics Produktion (DE-588)4047347-8 gnd Produktionstheorie (DE-588)4121520-5 gnd Ökonometrie (DE-588)4132280-0 gnd Stochastische Analysis (DE-588)4132272-1 gnd |
| subject_GND | (DE-588)4047347-8 (DE-588)4121520-5 (DE-588)4132280-0 (DE-588)4132272-1 |
| title | Stochastic frontier analysis |
| title_auth | Stochastic frontier analysis |
| title_exact_search | Stochastic frontier analysis |
| title_full | Stochastic frontier analysis Subal C. Kumbhakar, C.A. Knox Lovell |
| title_fullStr | Stochastic frontier analysis Subal C. Kumbhakar, C.A. Knox Lovell |
| title_full_unstemmed | Stochastic frontier analysis Subal C. Kumbhakar, C.A. Knox Lovell |
| title_short | Stochastic frontier analysis |
| title_sort | stochastic frontier analysis |
| topic | Stochastische Analysis - Ökonometrie - Produktion Ökonometrie - Produktion Production (Economic theory) Stochastic analysis Econometrics Produktion (DE-588)4047347-8 gnd Produktionstheorie (DE-588)4121520-5 gnd Ökonometrie (DE-588)4132280-0 gnd Stochastische Analysis (DE-588)4132272-1 gnd |
| topic_facet | Stochastische Analysis - Ökonometrie - Produktion Ökonometrie - Produktion Production (Economic theory) Stochastic analysis Econometrics Produktion Produktionstheorie Ökonometrie Stochastische Analysis |
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