Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data: an application to Swedish agriculture
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | Swedish |
| Published: |
Göteborg
Nationalekonomiska Inst.
1994
|
| Series: | Ekonomiska studier
50 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 138 S. graph. Darst. |
| ISBN: | 9188514102 |
Staff View
MARC
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| 245 | 1 | 0 | |a Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data |b an application to Swedish agriculture |c Almas Heshmati |
| 264 | 1 | |a Göteborg |b Nationalekonomiska Inst. |c 1994 | |
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Record in the Search Index
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| adam_text | V
Contents
List of tables and figures viii
Chapter 1. The econometric approach to efficiency analysis using panel data
1.1. Frontier production functions 2
1.2. Deterministic frontiers 3
1.3. Stochastic frontiers 5
1.4. Frontier functions approach to panel data 7
1.4.1. Time—invariant technical inefficiency 7
1.4.2. Time varying technical inefficiency 9
1.4.3. Separation of technical inefficiency from firm— and time—specific effects 11
1.4.4. Decomposition of technical inefficiency into persistent and residual
components 14
1.4.5. A selection of recent empirical applications 15
1.5. Empirical analysis of the Swedish agriculture 17
1.6. Direction of the future research 18
References 21
Chapter 2. Farm heterogeneity and technical efficiency: some results from Swedish
dairy farms
Abstract 29
2.1. Introduction 30
2.2. The econometric model 31
2.3. Estimation 33
2.4. The Data 36
2.5. Empirical results 38
2.5.1. The input elasticities 38
2.5.2. The estimates of technical efficiencies 40
2.6. Conclusions 42
References 44
Tables 45
vi
Figure 49
Appendix 50
Chapter 3. Efficiency measurement using rotating panel data: an application to Swedish
dairy farms 1976 1988
Abstract 51
3.1. Introduction 52
3.2. The rotating sampling design 53
3.3. The statistical model 54
3.4. Estimation 56
3.4.1. The maximum likelihood method 57
3.4.2. The generalized least squares method 58
3.4.3. Estimation of technical inefficiency 60
3.5. The data 60
3.5.1. Description of the rotating sample 60
3.5.2. Description of the variables 62
3.6. Empirical results 63
3.6.1. Input elasticities and technical change 63
3.6.2. Farm efficiency 65
3.7. Summary and conclusions 66
References 67
Tables 69
Chapter 4. Efficiency of the Swedish pork industry: a farm level study using rotating
panel data 1976 1988
Abstract 75
4.1. Introduction 76
4.2. The model 77
4.3. Estimation 80
4.4. The data 82
4.4.1. The Swedish farm economic survey 82
4.4.2. Description of the variables 83
vii
4.5. Empirical results 85
4.5.1. The input elasticities 85
4.5.2. Technical efficiency 87
4.5.3. Technical change and bias in technical change 87
4.6. Conclusions 88
References 90
Tables 92
Chapter 5. Estimating panel models with selectivity bias: an application to Swedish
agriculture
Abstract 99
5.1. Introduction 100
5.1.1. A review of the literature of selectivity 100
5.1.2. The nature of sample selection 102
5.2. The data 104
5.2.1. Description of the rotating panel data 104
5.2.2. Description of the variables 105
5.3. The statistical model of sample selection 107
5.4. The econometric production function 112
5.5. The empirical results 115
5.5.1. The probit model 115
5.5.2. The input elasticities 118
5.5.3. The returns to scale 121
5.5.4. The rate of technical change 122
5.5.5. The bias in technical change 123
5.6. Summary and conclusions 124
References 127
Tables 131
List of previous dissertations in this series 139
viii
List of tables and figures
Chapter 2. Farm heterogeneity and technical efficiency: some results from Swedish
dairy farms
Table 2.1. Summary statistics of the variables 45
Table 2.2. Estimates of the input elasticities, technical change
and technical efficiency by year 46
Table 2.3. Frequency distribution of technical efficiency
by year 47
Table 2.4. Frequency distribution of percentage change in technical
efficiency 48
Figure 2.1. Percentage distribution of technical efficiency 49
Appendix 2.A.
Table 2.A.I. Parameter estimates 50
Chapter 3. Efficiency measurement using rotating panel data: an application to Swedish
dairy farms 1976 1988
Table 3.1. Rotating dairy farms economic survey data,
1976 1988 69
Table 3.2. Summary statistics of the variables 70
Table 3.3. Generalized least squares estimates 71
Table 3.4. Estimates of the marginal output elasticities by year,
region (R), animal stock (S), and farm size (C) 72
Table 3.5. Frequency distribution of technical efficiency by year,
region (R), animal stock (S), and farm size (C) 73
Chapter 4. Efficiency of the Swedish pork industry: a farm level study using rotating
panel data 1976 1988
Table 4.1. Rotating pork producing farm economic survey data,
1976 1988 92
Table 4.2. Summary statistics of the variables 93
Table 4.3. Corrected ordinary least squares estimates 94
ix
Table 4.4. Estimates of the input elasticities by year
and size 95
Table 4.5. Estimates of the mean technical efficiency by year
and size 96
Table 4.6. Frequency distribution of technical efficiency by
year and size 97
Table 4.7. Bias in technical change by year and size 98
Chapter 5. Estimating panel models with selectivity bias: an application to Swedish
agriculture
Table 5.1. Summary statistics of the variables 131
Table 5.2. Probit parameter estimates of the endogenous production
dummies 132
Table 5.3. Probit parameter estimates of the crop models 133
Table 5.4. Parameter estimates 134
Table 5.5. Input elasticities and returns to scale based
on Model C 136
Table 5.6. Decomposition and bias in technical change based
on Model C 137
|
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| author | Heshmati, Almas 1954- |
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| era | Geschichte 1976-1988 gnd |
| era_facet | Geschichte 1976-1988 |
| format | Thesis Book |
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| isbn | 9188514102 |
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| spelling | Heshmati, Almas 1954- Verfasser (DE-588)170987779 aut Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture Almas Heshmati Göteborg Nationalekonomiska Inst. 1994 X, 138 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Ekonomiska studier 50 Zugl.: Göteborg, Univ., Diss., 1994 Geschichte 1976-1988 gnd rswk-swf Production functions - agriculture - Sweden Landtechnik (DE-588)4034389-3 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Landwirtschaft (DE-588)4034402-2 gnd rswk-swf Schweden (DE-588)4077258-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content (DE-588)4113937-9 Hochschulschrift gnd-content Schweden (DE-588)4077258-5 g Landtechnik (DE-588)4034389-3 s Geschichte 1976-1988 z Statistik (DE-588)4056995-0 s DE-604 Landwirtschaft (DE-588)4034402-2 s Ekonomiska studier 50 (DE-604)BV000011510 50 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006407760&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Heshmati, Almas 1954- Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture Ekonomiska studier Production functions - agriculture - Sweden Landtechnik (DE-588)4034389-3 gnd Statistik (DE-588)4056995-0 gnd Landwirtschaft (DE-588)4034402-2 gnd |
| subject_GND | (DE-588)4034389-3 (DE-588)4056995-0 (DE-588)4034402-2 (DE-588)4077258-5 (DE-588)4143413-4 (DE-588)4113937-9 |
| title | Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture |
| title_auth | Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture |
| title_exact_search | Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture |
| title_full | Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture Almas Heshmati |
| title_fullStr | Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture Almas Heshmati |
| title_full_unstemmed | Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data an application to Swedish agriculture Almas Heshmati |
| title_short | Estimating technical efficiency, productivity growth and selectivity bias using rotating panel data |
| title_sort | estimating technical efficiency productivity growth and selectivity bias using rotating panel data an application to swedish agriculture |
| title_sub | an application to Swedish agriculture |
| topic | Production functions - agriculture - Sweden Landtechnik (DE-588)4034389-3 gnd Statistik (DE-588)4056995-0 gnd Landwirtschaft (DE-588)4034402-2 gnd |
| topic_facet | Production functions - agriculture - Sweden Landtechnik Statistik Landwirtschaft Schweden Aufsatzsammlung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006407760&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000011510 |
| work_keys_str_mv | AT heshmatialmas estimatingtechnicalefficiencyproductivitygrowthandselectivitybiasusingrotatingpaneldataanapplicationtoswedishagriculture |