Economic growth and convergence: global analysis through econometric and hidden Markov models
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| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London
Routledge
2021
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| Series: | Routledge studies in the modern world economy
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xix, 176 Seiten Illustrationen |
| ISBN: | 9780367774882 9780367774905 |
Staff View
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Contents List offigures List ofmaps List of tables Preface 1 Real income-level convergence: the theoretical background 1.1 The neoclassical growth theory 1 1.1.1 The Solow model 2 1-І.2 The Ramsey model 14 1.2 Endogenous models of economic growth 22 1.2.1 The Romer learning-by-doing model 23 1.2.2 The Lucas model 25 2 Hidden Markov models as an exampie of an alternative approach to convergence 2.1 Applicability of hidden Markov models 29 2.2 HMM - definitions and theory 30 2.3 HMM convergence 36 3 Different approaches to the regional convergence 3.1 Introduction 41 3.2 The review of the literature 42 3.3 Methods oj the analysis and data used 46 3.3.1 The fi convergence 46 3.3.2 Stochastic convergence 53 3.3.3 HMM convergence 55 3.4 Empirical evidence 56 3.4.1 Polish voivodships 57 3.4.2 US states 66 3.4.3 Chinese provinces 88 3.5 Regional convergence: main conclusionsfrom the analysis 101
viii Contents 4 Conventional convergence in the worldwide perspective 106 4.1 Introduction 106 4.2 Methodology of testing ß convergence 109 4.3 Empirical evidencefor different country groups: dynamic panel data approach 114 4.4 Empirical evidence for different country groups: Bayesian model averaging 128 5 Application of the hidden Markov models in convergence studies: a worldwide perspective 141 5.1 Introduction 141 5.2 Empirical results of the HMM-based study 142 5.2.1 5-2.3 5.2.4 5.2.5 5.2.6 5.2.7 5.2.8 5.2.9 European Union 142 Sub-Saharan Africa 154 South America 157 The Caribbean 160 South-East Asia 162 Australia and Oceania 164 Post-socialist countries 167 OECD countries 169 5.3 HMM-based approach versus classical ß convergence analysis - a summary 172 Index 175 |
| adam_txt |
Contents List offigures List ofmaps List of tables Preface 1 Real income-level convergence: the theoretical background 1.1 The neoclassical growth theory 1 1.1.1 The Solow model 2 1-І.2 The Ramsey model 14 1.2 Endogenous models of economic growth 22 1.2.1 The Romer learning-by-doing model 23 1.2.2 The Lucas model 25 2 Hidden Markov models as an exampie of an alternative approach to convergence 2.1 Applicability of hidden Markov models 29 2.2 HMM - definitions and theory 30 2.3 HMM convergence 36 3 Different approaches to the regional convergence 3.1 Introduction 41 3.2 The review of the literature 42 3.3 Methods oj the analysis and data used 46 3.3.1 The fi convergence 46 3.3.2 Stochastic convergence 53 3.3.3 HMM convergence 55 3.4 Empirical evidence 56 3.4.1 Polish voivodships 57 3.4.2 US states 66 3.4.3 Chinese provinces 88 3.5 Regional convergence: main conclusionsfrom the analysis 101
viii Contents 4 Conventional convergence in the worldwide perspective 106 4.1 Introduction 106 4.2 Methodology of testing ß convergence 109 4.3 Empirical evidencefor different country groups: dynamic panel data approach 114 4.4 Empirical evidence for different country groups: Bayesian model averaging 128 5 Application of the hidden Markov models in convergence studies: a worldwide perspective 141 5.1 Introduction 141 5.2 Empirical results of the HMM-based study 142 5.2.1 5-2.3 5.2.4 5.2.5 5.2.6 5.2.7 5.2.8 5.2.9 European Union 142 Sub-Saharan Africa 154 South America 157 The Caribbean 160 South-East Asia 162 Australia and Oceania 164 Post-socialist countries 167 OECD countries 169 5.3 HMM-based approach versus classical ß convergence analysis - a summary 172 Index 175 |
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| author | Bernardelli, Michał 1980- Prochniak, Mariusz 1976- Witkowski, Bartosz 1978- |
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| isbn | 9780367774882 9780367774905 |
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| spelling | Bernardelli, Michał 1980- Verfasser (DE-588)1307087094 aut Economic growth and convergence global analysis through econometric and hidden Markov models Michał Bernardelli, Mariusz Próchniak, Bartosz Witkowski London Routledge 2021 xix, 176 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Routledge studies in the modern world economy Includes bibliographical references and index Markov-Prozess (DE-588)4134948-9 gnd rswk-swf Wirtschaftswachstum (DE-588)4066527-6 gnd rswk-swf Konvergenz (DE-588)4032326-2 gnd rswk-swf Realwirtschaft (DE-588)4236488-7 gnd rswk-swf Ökonometrisches Modell (DE-588)4043212-9 gnd rswk-swf Economic development / Econometric models Econometrics Markov processes Realwirtschaft (DE-588)4236488-7 s Wirtschaftswachstum (DE-588)4066527-6 s Konvergenz (DE-588)4032326-2 s Ökonometrisches Modell (DE-588)4043212-9 s Markov-Prozess (DE-588)4134948-9 s b DE-604 Prochniak, Mariusz 1976- Verfasser (DE-588)120968795X aut Witkowski, Bartosz 1978- Verfasser (DE-588)1318356180 aut Erscheint auch als Online-Ausgabe 978-1-00-317164-5 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032782393&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bernardelli, Michał 1980- Prochniak, Mariusz 1976- Witkowski, Bartosz 1978- Economic growth and convergence global analysis through econometric and hidden Markov models Markov-Prozess (DE-588)4134948-9 gnd Wirtschaftswachstum (DE-588)4066527-6 gnd Konvergenz (DE-588)4032326-2 gnd Realwirtschaft (DE-588)4236488-7 gnd Ökonometrisches Modell (DE-588)4043212-9 gnd |
| subject_GND | (DE-588)4134948-9 (DE-588)4066527-6 (DE-588)4032326-2 (DE-588)4236488-7 (DE-588)4043212-9 |
| title | Economic growth and convergence global analysis through econometric and hidden Markov models |
| title_auth | Economic growth and convergence global analysis through econometric and hidden Markov models |
| title_exact_search | Economic growth and convergence global analysis through econometric and hidden Markov models |
| title_exact_search_txtP | Economic growth and convergence global analysis through econometric and hidden Markov models |
| title_full | Economic growth and convergence global analysis through econometric and hidden Markov models Michał Bernardelli, Mariusz Próchniak, Bartosz Witkowski |
| title_fullStr | Economic growth and convergence global analysis through econometric and hidden Markov models Michał Bernardelli, Mariusz Próchniak, Bartosz Witkowski |
| title_full_unstemmed | Economic growth and convergence global analysis through econometric and hidden Markov models Michał Bernardelli, Mariusz Próchniak, Bartosz Witkowski |
| title_short | Economic growth and convergence |
| title_sort | economic growth and convergence global analysis through econometric and hidden markov models |
| title_sub | global analysis through econometric and hidden Markov models |
| topic | Markov-Prozess (DE-588)4134948-9 gnd Wirtschaftswachstum (DE-588)4066527-6 gnd Konvergenz (DE-588)4032326-2 gnd Realwirtschaft (DE-588)4236488-7 gnd Ökonometrisches Modell (DE-588)4043212-9 gnd |
| topic_facet | Markov-Prozess Wirtschaftswachstum Konvergenz Realwirtschaft Ökonometrisches Modell |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032782393&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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