Applied panel data analysis for economic and social surveys:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schlagworte: | |
| Online-Zugang: | BTU01 TUM01 UBA01 UBG01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783642329142 |
| DOI: | 10.1007/978-3-642-32914-2 |
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Datensatz im Suchindex
| _version_ | 1804150144995688448 |
|---|---|
| adam_text | APPLIED PANEL DATA ANALYSIS FOR ECONOMIC AND SOCIAL SURVEYS
/ ANDRESS, HANS-JUERGEN
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION: BENEFITS AND CHALLENGES OF THE PANEL DESIGN
OUTLINE OF THE BOOK
AUDIENCE AND PREREQUISITES
ACKNOWLEDGEMENTS
MANAGING PANEL DATA: THE NATURE OF PANEL DATA
THE BASICS OF PANEL DATA MANAGEMENT
THREE CASE STUDIES ON POVERTY IN GERMANY
HOW TO REPRESENT A POPULATION WITH PANEL DATA?- CONCLUSION AND FURTHER
READING
DESCRIBING AND MODELING PANEL DATA: SOME BASIC TERMINOLOGY
MEASUREMENTS OVER TIME ARE NOT INDEPENDENT
DESCRIBING THE DEPENDENT VARIABLE
EXPLAINING THE DEPENDENT VARIABLE OVER TIME: TYPICAL EXPLANATORY
VARIABLES
MODELING PANEL DATA.- ESTIMATING MODELS FOR PANEL DATA
OVERVIEW OF SUBSEQUENT CHAPTERS
PANEL ANALYSIS OF CONTINUOUS VARIABLES: MODELING THE LEVEL OF Y
MODELING THE CHANGE OF Y.- CONCLUSION AND FURTHER READING
PANEL ANALYSIS OF CATEGORICAL VARIABLES: MODELING THE LEVEL OF Y:
DISCRETE RESPONSE MODELS FOR PANEL DATA
MODELING THE CHANGE OF Y: DISCRETE-TIME EVENT HISTORY MODELS FOR PANEL
DATA
CONCLUSION AND FURTHER READING
CONCLUSION: HOW TO DO YOUR OWN PANEL ANALYSIS
A: FUNCTIONS OF RANDOM VARIABLES
B: ESTIMATION AND TESTING: ORDINARY LEAST SQUARES
HOW TO COMPUTE A REGRESSION MODEL FITTING THE DATA?- SAMPLING AND
SAMPLING ERRORS
HOW TO CHOOSE BETWEEN DIFFERENT ESTIMATION METHODS?- HOW TO ESTIMATE THE
PARAMETERS OF AN UNKNOWN POPULATION WITH A SAMPLE OF DATA?- HOW TO TEST
PARAMETERS OF AN UNKNOWN POPULATION WITH A SAMPLE OF DATA?- MAXIMUM
LIKELIHOOD
C: WEB SITE OF THE TEXTBOOK
BIBLIOGRAPHY
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
APPLIED PANEL DATA ANALYSIS FOR ECONOMIC AND SOCIAL SURVEYS
/ ANDRESS, HANS-JUERGEN
: 2013
ABSTRACT / INHALTSTEXT
MANY ECONOMIC AND SOCIAL SURVEYS ARE DESIGNED AS PANEL STUDIES, WHICH
PROVIDE IMPORTANT DATA FOR DESCRIBING SOCIAL CHANGES AND TESTING CAUSAL
RELATIONS BETWEEN SOCIAL PHENOMENA. THIS TEXTBOOK SHOWS HOW TO MANAGE,
DESCRIBE, AND MODEL THESE KINDS OF DATA. IT PRESENTS MODELS FOR
CONTINUOUS AND CATEGORICAL DEPENDENT VARIABLES, FOCUSING EITHER ON THE
LEVEL OF THESE VARIABLES AT DIFFERENT POINTS IN TIME OR ON THEIR CHANGE
OVER TIME. IT COVERS FIXED AND RANDOM EFFECTS MODELS, MODELS FOR CHANGE
SCORES AND EVENT HISTORY MODELS. ALL STATISTICAL METHODS ARE EXPLAINED
IN AN APPLICATION-CENTERED STYLE USING RESEARCH EXAMPLES FROM SCHOLARLY
JOURNALS, WHICH CAN BE REPLICATED BY THE READER THROUGH DATA PROVIDED ON
THE ACCOMPANYING WEBSITE. AS ALL MODELS ARE COMPARED TO EACH OTHER, IT
PROVIDES VALUABLE ASSISTANCE WITH CHOOSING THE RIGHT MODELIN APPLIED
RESEARCH. THE TEXTBOOK IS DIRECTED AT MASTER AND DOCTORAL STUDENTS AS
WELL AS APPLIED RESEARCHERS IN THE SOCIAL SCIENCES, PSYCHOLOGY, BUSINESS
ADMINISTRATION AND ECONOMICS. READERS SHOULD BE FAMILIAR WITH LINEAR
REGRESSION AND HAVE A GOOD UNDERSTANDING OF ORDINARY LEAST SQUARES
ESTIMATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Andreß, Hans-Jürgen 1952-2020 Golsch, Katrin Schmidt, Alexander 1983- |
| author_GND | (DE-588)120838370 (DE-588)130497169 (DE-588)1031228225 |
| author_facet | Andreß, Hans-Jürgen 1952-2020 Golsch, Katrin Schmidt, Alexander 1983- |
| author_role | aut aut aut |
| author_sort | Andreß, Hans-Jürgen 1952-2020 |
| author_variant | h j a hja k g kg a s as |
| building | Verbundindex |
| bvnumber | BV040805152 |
| classification_rvk | MR 2200 MR 2000 QH 240 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA ZDB-30-PQE |
| ctrlnum | (ZDB-30-PQE)EBC6312549 (OCoLC)830901230 (DE-599)DNB1030100497 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Soziologie Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-642-32914-2 |
| format | Electronic eBook |
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| spelling | Andreß, Hans-Jürgen 1952-2020 Verfasser (DE-588)120838370 aut Applied panel data analysis for economic and social surveys Hans-Jürgen Andreß ; Katrin Golsch ; Alexander W. Schmidt Berlin [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Panelanalyse (DE-588)4173172-4 gnd rswk-swf Ökonometrie (DE-588)4132280-0 gnd rswk-swf Datenmanagement (DE-588)4213132-7 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Ökonometrie (DE-588)4132280-0 s Panelanalyse (DE-588)4173172-4 s Datenmanagement (DE-588)4213132-7 s Modellierung (DE-588)4170297-9 s DE-604 Golsch, Katrin Verfasser (DE-588)130497169 aut Schmidt, Alexander 1983- Verfasser (DE-588)1031228225 aut Erscheint auch als Druck-Ausgabe 978-3-642-32913-5 https://doi.org/10.1007/978-3-642-32914-2 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025785184&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025785184&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Andreß, Hans-Jürgen 1952-2020 Golsch, Katrin Schmidt, Alexander 1983- Applied panel data analysis for economic and social surveys Panelanalyse (DE-588)4173172-4 gnd Ökonometrie (DE-588)4132280-0 gnd Datenmanagement (DE-588)4213132-7 gnd Modellierung (DE-588)4170297-9 gnd |
| subject_GND | (DE-588)4173172-4 (DE-588)4132280-0 (DE-588)4213132-7 (DE-588)4170297-9 |
| title | Applied panel data analysis for economic and social surveys |
| title_auth | Applied panel data analysis for economic and social surveys |
| title_exact_search | Applied panel data analysis for economic and social surveys |
| title_full | Applied panel data analysis for economic and social surveys Hans-Jürgen Andreß ; Katrin Golsch ; Alexander W. Schmidt |
| title_fullStr | Applied panel data analysis for economic and social surveys Hans-Jürgen Andreß ; Katrin Golsch ; Alexander W. Schmidt |
| title_full_unstemmed | Applied panel data analysis for economic and social surveys Hans-Jürgen Andreß ; Katrin Golsch ; Alexander W. Schmidt |
| title_short | Applied panel data analysis for economic and social surveys |
| title_sort | applied panel data analysis for economic and social surveys |
| topic | Panelanalyse (DE-588)4173172-4 gnd Ökonometrie (DE-588)4132280-0 gnd Datenmanagement (DE-588)4213132-7 gnd Modellierung (DE-588)4170297-9 gnd |
| topic_facet | Panelanalyse Ökonometrie Datenmanagement Modellierung |
| url | https://doi.org/10.1007/978-3-642-32914-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025785184&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=025785184&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT andreßhansjurgen appliedpaneldataanalysisforeconomicandsocialsurveys AT golschkatrin appliedpaneldataanalysisforeconomicandsocialsurveys AT schmidtalexander appliedpaneldataanalysisforeconomicandsocialsurveys |