Analysis of panel data:
Gespeichert in:
1. Verfasser: | |
---|---|
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Cambridge [u.a.]
Cambridge Univ. Press
2005
|
Ausgabe: | 2. ed., reprinted |
Schriftenreihe: | Econometric Society monographs
34 |
Schlagworte: | |
Online-Zugang: | Sample text Publisher description Inhaltsverzeichnis Klappentext |
Beschreibung: | XIV, 366 S. graph. Darst. |
ISBN: | 0521818559 9780521818551 0521522714 9780521522717 |
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245 | 1 | 0 | |a Analysis of panel data |c Cheng Hsiao |
250 | |a 2. ed., reprinted | ||
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Datensatz im Suchindex
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---|---|
adam_text | Contents
Preface
Preface to the First Edition
Chapter
1.1
1.2
1.2.1
1.2.2
1.3
Chapter
2.1
2.2
2.3
Chapter
3.1
3.2
Approach
3.3
Variance-Components Models
3.3.1
3.3.2
3.3.3
3.4
3.4.1
3.4.2
Inference
3.4.2.a Mundlak s Formulation
3.4.2.b Conditional and Unconditional Inferences in the
Presence or Absence of Correlation between
Individual Effects and Attributes
viii Contents
3.5 Tests
3.6
Time-Specific Effects
3.6.1
Variables
3.6.2
Time Effects
3.7
3.8
3.9
Approach
Appendix
Minimum-Distance Estimator
Appendix 3B: Characteristic Vectors and the Inverse of the
Variance-Covariance Matrix of a
Three-Component Model
Chapter
4.1
4.2
4.3
4.3.1
4.3.2
4.3.3
4.3.3.a Maximum Likelihood Estimator
4.3.3.b Generalized-Least-Squares Estimator
4.3.3.C Instrumental-Variable Estimator
4.3.3.d Generalized Method of Moments
Estimator
4.3.4
Conditions
4.3.5
4.4
4.5
4.5.1
4.5.2
4.5.3
Estimator and the Generalized Method of
Moments Estimator (GMM)
4.5.4
4.6
in the Residuals
4.7
4.7.1
4.7.2
Contents ix
4.7.3
4.7.4
Appendix 4A: Derivation of the Asymptotic Covariance Matrix
of the Feasible MDE 111
Chapter
5.1
5.2
5.3
5.3.1
5.3.2
5.4
5.4.1
5.4.2
5.4.2.a Instrumental-Variable Method
5.4.2.b Maximum-Likelihood Method
5.4.3
Appendix 5A
Chapter
6.1
6.2
6.2.1
6.2.2
6.2.2.a The Model
6.2.2.b Estimation
6.2.2.C Predicting Individual Coefficients
6.2.2.d Testing for Coefficient Variation
6.2.2.Є
6.2.2.f An Example
6.3
6.3.1
6.3.2
6.3.3
6.4
6.4.1
6.4.2
6.4.3
6.4.4
6.5
Variables
6.6
6.6.1
6.6.2
6.6.3
χ
6.6.4
6.6.4.a
6.6.4.b Model Selection
6.7
6.8
Expenditure
Appendix 6A: Combination of Two Normal Distributions
Chapter
7.1
7.2
7.3
7.3.1
7.3.1
7.3.1
Estimator
7.3.1.
7.3.2
7.4
7.4.1
7.4.2
7.5
7.5.1
7.5.2
7.5.3
7.5.4
7.5.5
7.5.5.a Female Employment
7.5.5.b Household Brand Choices
Chapter
8.1
8.2
8.2.1
8.2.2
8.2.3
8.3
8.4
8.4.1
Least-Absolute-Deviation Estimators for
Truncated and Censored Regressions
8.4.1
8.4.1.
8.4.2
Endogenously Determined Sample Selection Model
Contents xi
8.5 An
8.6
8.6.1
8.6.2
Chapter
9.1
9.1.1
9.1.2
9.1.3
of the Exogenous Variable
9.1.4
Coefficients
9.1.5
9.2
9.3
Data)
9.4
Time-Series Data Set
9.4.1
9.4.2
and Time-Series Data
9.4.3
Chapter
10.1
10.2
10.3
10.4
10.5
10.6
Chapter
11.1
11.2
11.2.1
the Problem of Multicollinearity
11.2.2
Competing Hypotheses
11.2.3
11
1
of a Model
11
11
xii Contents
11.2.4
Analysis
11.3
Notes
References
Author Index
Subject Index
The first edition of Analysis of Panel Data by Cheng Hsiao has been necessary reading and a landmark
for
developments in the field. One can be sure it will stay a landmark for the
-
Panel data models have become increasingly popular among applied researchers due to their heightened
capacity for capturing the complexity of human behavior as compared to cross-sectional or time-series
data models. As a consequence, more and richer panel data sets also have become increasingly
available. This second edition is a substantial revision of the highly successful first edition of
Recent advances in panel data research are presented in a rigorous and accessible manner and are
carefully integrated with the older material. The thorough discussion of theory and the judicious use of
empirical examples will make this book useful to graduate students and advanced researchers in
economics, business, sociology, political science, etc. Other specific revisions include the introduction of
Bayes
moments framework to link the identification of various models, intuitive explanations of semiparametric
methods of estimating discrete choice models and methods of pairwise trimming for the estimation of
panel sample selection models, etc.
Cheng Hsiao is Professor of Economics at the University of Southern California. His first edition of
Analysis of Panel Data (Econometric Society Monograph
the standard introduction for students to the subject in the economics literature. Professor Hsiao is also
a coauthor of Econometric Models, Techniques, and Applications,
Second Edition (Prentice Hall.
coeditor
(Cambridge University Press,
Pesaran),
University Press,
Felfow of the Econometric Society and
Journal of Econometrics.
|
adam_txt |
Contents
Preface
Preface to the First Edition
Chapter
1.1
1.2
1.2.1
1.2.2
1.3
Chapter
2.1
2.2
2.3
Chapter
3.1
3.2
Approach
3.3
Variance-Components Models
3.3.1
3.3.2
3.3.3
3.4
3.4.1
3.4.2
Inference
3.4.2.a Mundlak's Formulation
3.4.2.b Conditional and Unconditional Inferences in the
Presence or Absence of Correlation between
Individual Effects and Attributes
viii Contents
3.5 Tests
3.6
Time-Specific Effects
3.6.1
Variables
3.6.2
Time Effects
3.7
3.8
3.9
Approach
Appendix
Minimum-Distance Estimator
Appendix 3B: Characteristic Vectors and the Inverse of the
Variance-Covariance Matrix of a
Three-Component Model
Chapter
4.1
4.2
4.3
4.3.1
4.3.2
4.3.3
4.3.3.a Maximum Likelihood Estimator
4.3.3.b Generalized-Least-Squares Estimator
4.3.3.C Instrumental-Variable Estimator
4.3.3.d Generalized Method of Moments
Estimator
4.3.4
Conditions
4.3.5
4.4
4.5
4.5.1
4.5.2
4.5.3
Estimator and the Generalized Method of
Moments Estimator (GMM)
4.5.4
4.6
in the Residuals
4.7
4.7.1
4.7.2
Contents ix
4.7.3
4.7.4
Appendix 4A: Derivation of the Asymptotic Covariance Matrix
of the Feasible MDE 111
Chapter
5.1
5.2
5.3
5.3.1
5.3.2
5.4
5.4.1
5.4.2
5.4.2.a Instrumental-Variable Method
5.4.2.b Maximum-Likelihood Method
5.4.3
Appendix 5A
Chapter
6.1
6.2
6.2.1
6.2.2
6.2.2.a The Model
6.2.2.b Estimation
6.2.2.C Predicting Individual Coefficients
6.2.2.d Testing for Coefficient Variation
6.2.2.Є
6.2.2.f An Example
6.3
6.3.1
6.3.2
6.3.3
6.4
6.4.1
6.4.2
6.4.3
6.4.4
6.5
Variables
6.6
6.6.1
6.6.2
6.6.3
χ
6.6.4
6.6.4.a
6.6.4.b Model Selection
6.7
6.8
Expenditure
Appendix 6A: Combination of Two Normal Distributions
Chapter
7.1
7.2
7.3
7.3.1
7.3.1
7.3.1
Estimator
7.3.1.
7.3.2
7.4
7.4.1
7.4.2
7.5
7.5.1
7.5.2
7.5.3
7.5.4
7.5.5
7.5.5.a Female Employment
7.5.5.b Household Brand Choices
Chapter
8.1
8.2
8.2.1
8.2.2
8.2.3
8.3
8.4
8.4.1
Least-Absolute-Deviation Estimators for
Truncated and Censored Regressions
8.4.1
8.4.1.
8.4.2
Endogenously Determined Sample Selection Model
Contents xi
8.5 An
8.6
8.6.1
8.6.2
Chapter
9.1
9.1.1
9.1.2
9.1.3
of the Exogenous Variable
9.1.4
Coefficients
9.1.5
9.2
9.3
Data)
9.4
Time-Series Data Set
9.4.1
9.4.2
and Time-Series Data
9.4.3
Chapter
10.1
10.2
10.3
10.4
10.5
10.6
Chapter
11.1
11.2
11.2.1
the Problem of Multicollinearity
11.2.2
Competing Hypotheses
11.2.3
11
1
of a Model
11
11
xii Contents
11.2.4
Analysis
11.3
Notes
References
Author Index
Subject Index
"The first edition of Analysis of Panel Data by Cheng Hsiao has been necessary reading and a landmark
for
developments in the field. One can be sure it will stay a landmark for the
-
Panel data models have become increasingly popular among applied researchers due to their heightened
capacity for capturing the complexity of human behavior as compared to cross-sectional or time-series
data models. As a consequence, more and richer panel data sets also have become increasingly
available. This second edition is a substantial revision of the highly successful first edition of
Recent advances in panel data research are presented in a rigorous and accessible manner and are
carefully integrated with the older material. The thorough discussion of theory and the judicious use of
empirical examples will make this book useful to graduate students and advanced researchers in
economics, business, sociology, political science, etc. Other specific revisions include the introduction of
Bayes
moments framework to link the identification of various models, intuitive explanations of semiparametric
methods of estimating discrete choice models and methods of pairwise trimming for the estimation of
panel sample selection models, etc.
Cheng Hsiao is Professor of Economics at the University of Southern California. His first edition of
Analysis of Panel Data (Econometric Society Monograph
the standard introduction for students to the subject in the economics literature. Professor Hsiao is also
a coauthor of Econometric Models, Techniques, and Applications,
Second Edition (Prentice Hall.
coeditor
(Cambridge University Press,
Pesaran),
University Press,
Felfow of the Econometric Society and
Journal of Econometrics. |
any_adam_object | 1 |
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author | Hsiao, Cheng 1943- |
author_GND | (DE-588)12424999X |
author_facet | Hsiao, Cheng 1943- |
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author_variant | c h ch |
building | Verbundindex |
bvnumber | BV022619088 |
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callnumber-search | HB139.H75 2002 |
callnumber-sort | HB 3139 H75 42002 |
callnumber-subject | HB - Economic Theory and Demography |
classification_rvk | QH 237 QH 300 |
classification_tum | MAT 900f |
ctrlnum | (OCoLC)255402505 (DE-599)BVBBV022619088 |
dewey-full | 330.015195 |
dewey-hundreds | 300 - Social sciences |
dewey-ones | 330 - Economics |
dewey-raw | 330.015195 |
dewey-search | 330.015195 |
dewey-sort | 3330.015195 |
dewey-tens | 330 - Economics |
discipline | Mathematik Wirtschaftswissenschaften |
discipline_str_mv | Mathematik Wirtschaftswissenschaften |
edition | 2. ed., reprinted |
format | Book |
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id | DE-604.BV022619088 |
illustrated | Illustrated |
index_date | 2024-07-02T18:19:25Z |
indexdate | 2024-07-09T21:01:48Z |
institution | BVB |
isbn | 0521818559 9780521818551 0521522714 9780521522717 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015825180 |
oclc_num | 255402505 |
open_access_boolean | |
owner | DE-355 DE-BY-UBR DE-M382 DE-N2 |
owner_facet | DE-355 DE-BY-UBR DE-M382 DE-N2 |
physical | XIV, 366 S. graph. Darst. |
publishDate | 2005 |
publishDateSearch | 2005 |
publishDateSort | 2005 |
publisher | Cambridge Univ. Press |
record_format | marc |
series | Econometric Society monographs |
series2 | Econometric Society monographs |
spelling | Hsiao, Cheng 1943- Verfasser (DE-588)12424999X aut Analysis of panel data Cheng Hsiao 2. ed., reprinted Cambridge [u.a.] Cambridge Univ. Press 2005 XIV, 366 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Econometric Society monographs 34 Ökonometrie - Panelanalyse - Varianzanalyse Analysis of variance Econometrics Panel analysis Statistik (DE-588)4056995-0 gnd rswk-swf Ökonometrie (DE-588)4132280-0 gnd rswk-swf Panelanalyse (DE-588)4173172-4 gnd rswk-swf Panelanalyse (DE-588)4173172-4 s Statistik (DE-588)4056995-0 s DE-604 Ökonometrie (DE-588)4132280-0 s 1\p DE-604 Econometric Society monographs 34 (DE-604)BV000018129 34 http://www.loc.gov/catdir/samples/cam031/2002023348.html Sample text http://www.loc.gov/catdir/description/cam022/2002023348.html Publisher description Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015825180&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015825180&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Hsiao, Cheng 1943- Analysis of panel data Econometric Society monographs Ökonometrie - Panelanalyse - Varianzanalyse Analysis of variance Econometrics Panel analysis Statistik (DE-588)4056995-0 gnd Ökonometrie (DE-588)4132280-0 gnd Panelanalyse (DE-588)4173172-4 gnd |
subject_GND | (DE-588)4056995-0 (DE-588)4132280-0 (DE-588)4173172-4 |
title | Analysis of panel data |
title_auth | Analysis of panel data |
title_exact_search | Analysis of panel data |
title_exact_search_txtP | Analysis of panel data |
title_full | Analysis of panel data Cheng Hsiao |
title_fullStr | Analysis of panel data Cheng Hsiao |
title_full_unstemmed | Analysis of panel data Cheng Hsiao |
title_short | Analysis of panel data |
title_sort | analysis of panel data |
topic | Ökonometrie - Panelanalyse - Varianzanalyse Analysis of variance Econometrics Panel analysis Statistik (DE-588)4056995-0 gnd Ökonometrie (DE-588)4132280-0 gnd Panelanalyse (DE-588)4173172-4 gnd |
topic_facet | Ökonometrie - Panelanalyse - Varianzanalyse Analysis of variance Econometrics Panel analysis Statistik Ökonometrie Panelanalyse |
url | http://www.loc.gov/catdir/samples/cam031/2002023348.html http://www.loc.gov/catdir/description/cam022/2002023348.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015825180&sequence=000003&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=015825180&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV000018129 |
work_keys_str_mv | AT hsiaocheng analysisofpaneldata |