Econometric analysis of panel data:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Chichester
Wiley
2005
|
| Edition: | 3. ed. |
| Subjects: | |
| Online Access: | Klappentext Inhaltsverzeichnis |
| Physical Description: | XII, 302 S. |
| ISBN: | 0470014563 9780470014561 |
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MARC
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| 100 | 1 | |a Baltagi, Badi H. |d 1954- |e Verfasser |0 (DE-588)128356812 |4 aut | |
| 245 | 1 | 0 | |a Econometric analysis of panel data |c Badi H. Baltagi |
| 250 | |a 3. ed. | ||
| 264 | 1 | |a Chichester |b Wiley |c 2005 | |
| 300 | |a XII, 302 S. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 4 | |a Lehrbuch / Textbook - 28 | |
| 650 | 4 | |a Panel / Mikroökonometrie / Ökonometrie / Theorie | |
| 650 | 4 | |a Ökonometrie - Panelanalyse | |
| 650 | 4 | |a Econometrics | |
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Record in the Search Index
| _version_ | 1804133234457444352 |
|---|---|
| adam_text | Econometric Analysis of Panel Data has become established as one of the leading
textbooks for students of, panel data.
The significantly revised and updated third edition from one of Lhe lead ml
researchers and writers in this field builds upon the success of previous editions an
includes the most recent empirical examples from panel data literature
Updated topics include dynamic panels, nonstationary panels, limited dependent
able models, heteroskedastic panels, heterogeneous panels and spatial panels. I
Hi
Other
• The chapter on nonstalionary panels has been completely rewritten and updated
| to include the recent unit root panel tests with cross-section dependence and
empirical application is given on purchasing power parity whjch is
using Eviews.
• An
S
•
Ü
.
• A simultaneous equation on crime has been added and is illustrated with
•
recent estimation and testing results.
CONTENTS PREFACE XI 1 INTRODUCTION 1 1.1 PANEL DATA: SOME EXAMPLES 1 1.2
WHY SHOULD WE USE PANEL DATA? THEIR BENEFITS AND LIMITATIONS 4 NOTE 9 2
THE ONE-WAY ERROR COMPONENT REGRESSION MODEL 11 2.1 INTRODUCTION 11 2.2
THE FIXED EFFECTS MODEL 12 2.3 THE RANDOM EFFECTS MODEL 14 2.3.1 FIXED
VS RANDOM LG 2.4 MAXIMUM LIKELIHOOD ESTIMATION 19 2.5 PREDICTION 20 2.6
EXAMPLES 21 2.6.1 EXAMPLE 1: GRUNFELD INVESTMENT EQUATION 21 2.6.2
EXAMPLE 2: GASOLINE DEMAND 23 2.6.3 EXAMPLE 3: PUBLIC CAPITAL
PRODUCTIVITY 25 2.7 SELECTED APPLICATIONS 28 2.8 COMPUTATIONAL NOTE 28
NOTES 28 PROBLEMS 29 3 THE TWO-WAY ERROR COMPONENT REGRESSION MODEL 33
3.1 INTRODUCTION 33 3.2 THE FIXED EFFECTS MODEL 33 3.2.1 TESTING FOR
FIXED EFFECTS 34 3.3 THE RANDOM EFFECTS MODEL 35 3.3.1 MONTE CARLO
EXPERIMENT 39 3.4 MAXIMUM LIKELIHOOD ESTIMATION 40 3.5 PREDICTION 42 3.6
EXAMPLES 43 3.6.1 EXAMPLE 1: GRUNFELD INVESTMENT EQUATION 43 VIII
CONTENTS 3.6.2 EXAMPLE 2: GASOLINE DEMAND 45 3.6.3 EXAMPLE 3: PUBLIC
CAPITAL PRODUCTIVITY 45 3.7 SELECTED APPLICATIONS 47 NOTES 47 PROBLEMS
48 TEST OF HYPOTHESES WITH PANEL DATA 53 4.1 TESTS FOR POOLABILITY OF
THE DATA 53 4.1.1 TEST FOR POOLABILITY UNDER U ~ N(0, O 2 I NT ) 54
4.1.2 TEST FOR POOLABILITY UNDER THE GENERAL ASSUMPTION U ~ A^O, Q) 55
4.1.3 EXAMPLES 57 4.1.4 OTHER TESTS FOR POOLABILITY 58 4.2 TESTS FOR
INDIVIDUAL AND TIME EFFECTS 59 4.2.1 THE BREUSCH-PAGAN TEST 59 4.2.2
KING AND WU, HONDA AND THE STANDARDIZED LAGRANGE MULTIPLIER TESTS 61
4.2.3 GOURIEROUX, HOLLY AND MONFORT TEST 62 4.2.4 CONDITIONAL LM TESTS
62 4.2.5 ANOVA F AND THE LIKELIHOOD RATIO TESTS 63 4.2.6 MONTE CARLO
RESULTS 64 4.2.7 AN ILLUSTRATIVE EXAMPLE 65 4.3 HAUSMAN S SPECIFICATION
TEST 66 4.3.1 EXAMPLE 1: GRUNFELD INVESTMENT EQUATION 70 4.3.2 EXAMPLE
2: GASOLINE DEMAND 71 4.3.3 EXAMPLE 3: STRIKE ACTIVITY 72 4.3.4 EXAMPLE
4: PRODUCTION BEHAVIOR OF SAWMILLS 72 4.3.5 EXAMPLE 5: THE MARRIAGE WAGE
PREMIUM 73 4.3.6 EXAMPLE 6: CURRENCY UNION AND TRADE 73 4.3.7 HAUSMAN S
TEST FOR THE TWO-WAY MODEL 73 4.4 FURTHER READING 74 NOTES 74 PROBLEMS
75 HETEROSKEDASTICITY AND SERIAL CORRELATION IN THE ERROR COMPONENT
MODEL 79 5.1 HETEROSKEDASTICITY 79 5.1.1 TESTING FOR HOMOSKEDASTICITY IN
AN ERROR COMPONENT MODEL 82 5.2 SERIAL CORRELATION 84 5.2.1 THE AR(1)
PROCESS 84 5.2.2 THE AR(2) PROCESS 86 5.2.3 THE AR(4) PROCESS FOR
QUARTERLY DATA 87 5.2.4 THE MA(1) PROCESS 88 5.2.5 UNEQUALLY SPACED
PANELS WITH AR( 1) DISTURBANCES 89 5.2.6 PREDICTION 91 5.2.7 TESTING FOR
SERIAL CORRELATION AND INDIVIDUAL EFFECTS 93 5.2.8 EXTENSIONS 103 NOTES
104 PROBLEMS 104 CONTENTS IX 6 SEEMINGLY UNRELATED REGRESSIONS WITH
ERROR COMPONENTS 107 6.1 THE ONE-WAY MODEL 107 6.2 THE TWO-WAY MODEL 108
6.3 APPLICATIONS AND EXTENSIONS 109 PROBLEMS 111 7 SIMULTANEOUS
EQUATIONS WITH ERROR COMPONENTS 113 7.1 SINGLE EQUATION ESTIMATION 113
7.2 EMPIRICAL EXAMPLE: CRIME IN NORTH CAROLINA 116 7.3 SYSTEM ESTIMATION
121 7.4 THE HAUSMAN AND TAYLOR ESTIMATOR 124 7.5 EMPIRICAL EXAMPLE:
EARNINGS EQUATION USING PSID DATA 128 7.6 EXTENSIONS 130 NOTES 133
PROBLEMS 133 8 DYNAMIC PANEL DATA MODELS 135 8.1 INTRODUCTION 135 8.2
THE ARELLANO AND BOND ESTIMATOR 136 8.2.1 TESTING FOR INDIVIDUAL EFFECTS
IN AUTOREGRESSIVE MODELS 138 8.2.2 MODELS WITH EXOGENOUS VARIABLES 139
8.3 THE ARELLANO AND BOVER ESTIMATOR 142 8.4 THE AHN AND SCHMIDT MOMENT
CONDITIONS 145 8.5 THE BLUNDELL AND BOND SYSTEM GMM ESTIMATOR 147 8.6
THE KEANE AND RUNKLE ESTIMATOR 148 8.7 FURTHER DEVELOPMENTS 150 8.8
EMPIRICAL EXAMPLE: DYNAMIC DEMAND FOR CIGARETTES 156 8.9 FURTHER READING
158 NOTES 161 PROBLEMS 162 9 UNBALANCED PANEL DATA MODELS 165 9.1
INTRODUCTION 165 9.2 THE UNBALANCED ONE-WAY ERROR COMPONENT MODEL 165
9.2.1 ANOVA METHODS 167 9.2.2 MAXIMUM LIKELIHOOD ESTIMATORS 169 9.2.3
MINIMUM NORM AND MINIMUM VARIANCE QUADRATIC UNBIASED ESTIMATORS (MINQUE
AND MIVQUE) 170 9.2.4 MONTE CARLO RESULTS 171 9.3 EMPIRICAL EXAMPLE:
HEDONIC HOUSING 171 9.4 THE UNBALANCED TWO-WAY ERROR COMPONENT MODEL 175
9.4.1 THE FIXED EFFECTS MODEL 175 9.4.2 THE RANDOM EFFECTS MODEL 176 9.5
TESTING FOR INDIVIDUAL AND TIME EFFECTS USING UNBALANCED PANEL DATA 177
9.6 THE UNBALANCED NESTED ERROR COMPONENT MODEL 180 9.6.1 EMPIRICAL
EXAMPLE 181 NOTES 183 PROBLEMS 184 CONTENTS 10 SPECIAL TOPICS 187 1 0.1
MEASUREMENT ERROR AND PANEL DATA 187 10.2 ROTATING PANELS 191 10.3
PSEUDO-PANELS 192 10.4 ALTERNATIVE METHODS OF POOLING TIME SERIES OF
CROSS-SECTION DATA 195 10.5 SPATIAL PANELS 197 10.6 SHORT-RUN VS
LONG-RUN ESTIMATES IN POOLED MODELS 200 10.7 HETEROGENEOUS PANELS 201
NOTES 206 PROBLEMS 206 11 LIMITED DEPENDENT VARIABLES AND PANEL DATA 209
11.1 FIXED AND RANDOM LOGIT AND PROBIT MODELS 209 11.2 SIMULATION
ESTIMATION OF LIMITED DEPENDENT VARIABLE MODELS WITH PANEL DATA 215 11.3
DYNAMIC PANEL DATA LIMITED DEPENDENT VARIABLE MODELS 216 11.4 SELECTION
BIAS IN PANEL DATA 219 11.5 CENSORED AND TRUNCATED PANEL DATA MODELS 224
11.6 EMPIRICAL APPLICATIONS 228 11.7 EMPIRICAL EXAMPLE: NURSES LABOR
SUPPLY 229 11.8 FURTHER READING 231 NOTES 234 PROBLEMS 235 12
NONSTATIONARY PANELS 237 12.1 INTRODUCTION 237 12.2 PANEL UNIT ROOTS
TESTS ASSUMING CROSS-SECTIONAL INDEPENDENCE 239 12.2.1 LEVIN, LIN AND
CHU TEST 240 12.2.2 IM, PESARAN AND SHIN TEST 242 12.2.3 BREITUNG S TEST
243 12.2.4 COMBINING P-VALUE TESTS 244 12.2.5 RESIDUAL-BASED LM TEST 246
12.3 PANEL UNIT ROOTS TESTS ALLOWING FOR CROSS-SECTIONAL DEPENDENCE 247
12.4 SPURIOUS REGRESSION IN PANEL DATA 250 12.5 PANEL COINTEGRATION
TESTS 252 12.5.1 RESIDUAL-BASED DF AND ADF TESTS (KAO TESTS) 252 12.5.2
RESIDUAL-BASED LM TEST 253 12.5.3 PEDRONI TESTS 254 12.5.4
LIKELIHOOD-BASED COINTEGRATION TEST 255 12.5.5 FINITE SAMPLE PROPERTIES
256 12.6 ESTIMATION AND INFERENCE IN PANEL COINTEGRATION MODELS 257 12.7
EMPIRICAL EXAMPLE: PURCHASING POWER PARITY 259 12.8 FURTHER READING 261
NOTES 263 PROBLEMS 263 REFERENCES 267 INDEX 291
|
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| author | Baltagi, Badi H. 1954- |
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| dewey-ones | 330 - Economics |
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| dewey-tens | 330 - Economics |
| discipline | Agrar-/Forst-/Ernährungs-/Haushaltswissenschaft / Gartenbau Wirtschaftswissenschaften |
| edition | 3. ed. |
| format | Book |
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| id | DE-604.BV019759159 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T20:05:29Z |
| institution | BVB |
| isbn | 0470014563 9780470014561 |
| language | English |
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| physical | XII, 302 S. |
| publishDate | 2005 |
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| spelling | Baltagi, Badi H. 1954- Verfasser (DE-588)128356812 aut Econometric analysis of panel data Badi H. Baltagi 3. ed. Chichester Wiley 2005 XII, 302 S. txt rdacontent n rdamedia nc rdacarrier Lehrbuch / Textbook - 28 Panel / Mikroökonometrie / Ökonometrie / Theorie Ökonometrie - Panelanalyse Econometrics Panel analysis Ökonometrie (DE-588)4132280-0 gnd rswk-swf Panelanalyse (DE-588)4173172-4 gnd rswk-swf Ökonometrie (DE-588)4132280-0 s Panelanalyse (DE-588)4173172-4 s DE-604 Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013085546&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Klappentext SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013085546&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Baltagi, Badi H. 1954- Econometric analysis of panel data Lehrbuch / Textbook - 28 Panel / Mikroökonometrie / Ökonometrie / Theorie Ökonometrie - Panelanalyse Econometrics Panel analysis Ökonometrie (DE-588)4132280-0 gnd Panelanalyse (DE-588)4173172-4 gnd |
| subject_GND | (DE-588)4132280-0 (DE-588)4173172-4 |
| title | Econometric analysis of panel data |
| title_auth | Econometric analysis of panel data |
| title_exact_search | Econometric analysis of panel data |
| title_full | Econometric analysis of panel data Badi H. Baltagi |
| title_fullStr | Econometric analysis of panel data Badi H. Baltagi |
| title_full_unstemmed | Econometric analysis of panel data Badi H. Baltagi |
| title_short | Econometric analysis of panel data |
| title_sort | econometric analysis of panel data |
| topic | Lehrbuch / Textbook - 28 Panel / Mikroökonometrie / Ökonometrie / Theorie Ökonometrie - Panelanalyse Econometrics Panel analysis Ökonometrie (DE-588)4132280-0 gnd Panelanalyse (DE-588)4173172-4 gnd |
| topic_facet | Lehrbuch / Textbook - 28 Panel / Mikroökonometrie / Ökonometrie / Theorie Ökonometrie - Panelanalyse Econometrics Panel analysis Ökonometrie Panelanalyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013085546&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013085546&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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